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1.
Ann Emerg Med ; 83(4): 318-326, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38069968

ABSTRACT

STUDY OBJECTIVE: To assess whether a general emergency department's (ED) annual pediatric sepsis volume increases the odds of delivering care concordant with Surviving Sepsis pediatric guidelines. METHODS: A retrospective cohort study of children <18 years with sepsis presenting to 29 general EDs. Emergency department and hospital data were abstracted from the medical records of 2 large health care systems, including all hospitals to which children were transferred. Guideline-concordant care was defined as intravenous antibiotics within 3 hours, intravenous fluid bolus within 3 hours, and lactate measured. The association between annual ED pediatric sepsis encounters and the probability of receiving guideline-concordant care was assessed. RESULTS: We included 1,527 ED encounters between January 1, 2015, and September 30, 2021. Three hundred and one (19%) occurred in 25 EDs with <10 pediatric sepsis encounters annually, 466 (31%) in 3 EDs with 11 to 100 pediatric sepsis encounters annually, and 760 (50%) in an ED with more than 100 pediatric sepsis encounters annually. Care was concordant in 627 (41.1%) encounters. In multivariable analysis, annual pediatric sepsis volume was minimally associated with the probability of guideline-concordant care (odds ratio 1.002 [95% confidence interval 1.001 to 1.00]). Care concordance increased from 23.1% in 2015 to 52.8% in 2021. CONCLUSION: Guideline-concordant sepsis care was delivered in 41% of pediatric sepsis cases in general EDs, and annual ED pediatric sepsis encounters had minimal association with the odds of concordant care. Care concordance improved over time. This study suggests that factors other than pediatric sepsis volume are important in driving care quality and identifying drivers of improvement is important for children first treated in general EDs.


Subject(s)
Quality of Health Care , Sepsis , Child , Humans , Retrospective Studies , Sepsis/epidemiology , Sepsis/therapy , Emergency Service, Hospital , Hospitals, Pediatric
2.
JAMA ; 331(8): 665-674, 2024 02 27.
Article in English | MEDLINE | ID: mdl-38245889

ABSTRACT

Importance: Sepsis is a leading cause of death among children worldwide. Current pediatric-specific criteria for sepsis were published in 2005 based on expert opinion. In 2016, the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) defined sepsis as life-threatening organ dysfunction caused by a dysregulated host response to infection, but it excluded children. Objective: To update and evaluate criteria for sepsis and septic shock in children. Evidence Review: The Society of Critical Care Medicine (SCCM) convened a task force of 35 pediatric experts in critical care, emergency medicine, infectious diseases, general pediatrics, nursing, public health, and neonatology from 6 continents. Using evidence from an international survey, systematic review and meta-analysis, and a new organ dysfunction score developed based on more than 3 million electronic health record encounters from 10 sites on 4 continents, a modified Delphi consensus process was employed to develop criteria. Findings: Based on survey data, most pediatric clinicians used sepsis to refer to infection with life-threatening organ dysfunction, which differed from prior pediatric sepsis criteria that used systemic inflammatory response syndrome (SIRS) criteria, which have poor predictive properties, and included the redundant term, severe sepsis. The SCCM task force recommends that sepsis in children be identified by a Phoenix Sepsis Score of at least 2 points in children with suspected infection, which indicates potentially life-threatening dysfunction of the respiratory, cardiovascular, coagulation, and/or neurological systems. Children with a Phoenix Sepsis Score of at least 2 points had in-hospital mortality of 7.1% in higher-resource settings and 28.5% in lower-resource settings, more than 8 times that of children with suspected infection not meeting these criteria. Mortality was higher in children who had organ dysfunction in at least 1 of 4-respiratory, cardiovascular, coagulation, and/or neurological-organ systems that was not the primary site of infection. Septic shock was defined as children with sepsis who had cardiovascular dysfunction, indicated by at least 1 cardiovascular point in the Phoenix Sepsis Score, which included severe hypotension for age, blood lactate exceeding 5 mmol/L, or need for vasoactive medication. Children with septic shock had an in-hospital mortality rate of 10.8% and 33.5% in higher- and lower-resource settings, respectively. Conclusions and Relevance: The Phoenix sepsis criteria for sepsis and septic shock in children were derived and validated by the international SCCM Pediatric Sepsis Definition Task Force using a large international database and survey, systematic review and meta-analysis, and modified Delphi consensus approach. A Phoenix Sepsis Score of at least 2 identified potentially life-threatening organ dysfunction in children younger than 18 years with infection, and its use has the potential to improve clinical care, epidemiological assessment, and research in pediatric sepsis and septic shock around the world.


Subject(s)
Sepsis , Shock, Septic , Humans , Child , Shock, Septic/mortality , Multiple Organ Failure/diagnosis , Multiple Organ Failure/etiology , Consensus , Sepsis/mortality , Systemic Inflammatory Response Syndrome/diagnosis , Organ Dysfunction Scores
3.
JAMA ; 331(8): 675-686, 2024 02 27.
Article in English | MEDLINE | ID: mdl-38245897

ABSTRACT

Importance: The Society of Critical Care Medicine Pediatric Sepsis Definition Task Force sought to develop and validate new clinical criteria for pediatric sepsis and septic shock using measures of organ dysfunction through a data-driven approach. Objective: To derive and validate novel criteria for pediatric sepsis and septic shock across differently resourced settings. Design, Setting, and Participants: Multicenter, international, retrospective cohort study in 10 health systems in the US, Colombia, Bangladesh, China, and Kenya, 3 of which were used as external validation sites. Data were collected from emergency and inpatient encounters for children (aged <18 years) from 2010 to 2019: 3 049 699 in the development (including derivation and internal validation) set and 581 317 in the external validation set. Exposure: Stacked regression models to predict mortality in children with suspected infection were derived and validated using the best-performing organ dysfunction subscores from 8 existing scores. The final model was then translated into an integer-based score used to establish binary criteria for sepsis and septic shock. Main Outcomes and Measures: The primary outcome for all analyses was in-hospital mortality. Model- and integer-based score performance measures included the area under the precision recall curve (AUPRC; primary) and area under the receiver operating characteristic curve (AUROC; secondary). For binary criteria, primary performance measures were positive predictive value and sensitivity. Results: Among the 172 984 children with suspected infection in the first 24 hours (development set; 1.2% mortality), a 4-organ-system model performed best. The integer version of that model, the Phoenix Sepsis Score, had AUPRCs of 0.23 to 0.38 (95% CI range, 0.20-0.39) and AUROCs of 0.71 to 0.92 (95% CI range, 0.70-0.92) to predict mortality in the validation sets. Using a Phoenix Sepsis Score of 2 points or higher in children with suspected infection as criteria for sepsis and sepsis plus 1 or more cardiovascular point as criteria for septic shock resulted in a higher positive predictive value and higher or similar sensitivity compared with the 2005 International Pediatric Sepsis Consensus Conference (IPSCC) criteria across differently resourced settings. Conclusions and Relevance: The novel Phoenix sepsis criteria, which were derived and validated using data from higher- and lower-resource settings, had improved performance for the diagnosis of pediatric sepsis and septic shock compared with the existing IPSCC criteria.


Subject(s)
Sepsis , Shock, Septic , Humans , Child , Shock, Septic/mortality , Multiple Organ Failure , Retrospective Studies , Organ Dysfunction Scores , Sepsis/complications , Hospital Mortality
4.
Crit Care Med ; 50(1): 21-36, 2022 01 01.
Article in English | MEDLINE | ID: mdl-34612847

ABSTRACT

OBJECTIVE: To determine the associations of demographic, clinical, laboratory, organ dysfunction, and illness severity variable values with: 1) sepsis, severe sepsis, or septic shock in children with infection and 2) multiple organ dysfunction or death in children with sepsis, severe sepsis, or septic shock. DATA SOURCES: MEDLINE, Embase, and the Cochrane Central Register of Controlled Trials were searched from January 1, 2004, and November 16, 2020. STUDY SELECTION: Case-control studies, cohort studies, and randomized controlled trials in children greater than or equal to 37-week-old postconception to 18 years with suspected or confirmed infection, which included the terms "sepsis," "septicemia," or "septic shock" in the title or abstract. DATA EXTRACTION: Study characteristics, patient demographics, clinical signs or interventions, laboratory values, organ dysfunction measures, and illness severity scores were extracted from eligible articles. Random-effects meta-analysis was performed. DATA SYNTHESIS: One hundred and six studies met eligibility criteria of which 81 were included in the meta-analysis. Sixteen studies (9,629 patients) provided data for the sepsis, severe sepsis, or septic shock outcome and 71 studies (154,674 patients) for the mortality outcome. In children with infection, decreased level of consciousness and higher Pediatric Risk of Mortality scores were associated with sepsis/severe sepsis. In children with sepsis/severe sepsis/septic shock, chronic conditions, oncologic diagnosis, use of vasoactive/inotropic agents, mechanical ventilation, serum lactate, platelet count, fibrinogen, procalcitonin, multi-organ dysfunction syndrome, Pediatric Logistic Organ Dysfunction score, Pediatric Index of Mortality-3, and Pediatric Risk of Mortality score each demonstrated significant and consistent associations with mortality. Pooled mortality rates varied among high-, upper middle-, and lower middle-income countries for patients with sepsis, severe sepsis, and septic shock (p < 0.0001). CONCLUSIONS: Strong associations of several markers of organ dysfunction with the outcomes of interest among infected and septic children support their inclusion in the data validation phase of the Pediatric Sepsis Definition Taskforce.


Subject(s)
Sepsis/epidemiology , Sepsis/physiopathology , Adolescent , Child , Child, Preschool , Clinical Laboratory Techniques , Consciousness , Female , Global Health , Humans , Infant , Infant, Newborn , Male , Organ Dysfunction Scores , Patient Acuity , Respiration, Artificial , Sepsis/mortality , Shock, Septic/epidemiology , Shock, Septic/physiopathology , Sociodemographic Factors
5.
Ann Emerg Med ; 80(4): 347-357, 2022 10.
Article in English | MEDLINE | ID: mdl-35840434

ABSTRACT

STUDY OBJECTIVE: Sepsis is a leading cause of pediatric death requiring emergency resuscitation. Most children with sepsis are treated in general emergency departments (EDs); however, research has focused on pediatric EDs. We sought to identify barriers and facilitators to pediatric sepsis care in general EDs, including care processes, the role of guidelines, and incentivized metrics. METHODS: In this qualitative study, we conducted semistructured interviews with key informant physician and nurse leaders overseeing pediatric sepsis in general EDs in 2021, including medical directors, nurse managers, and quality coordinators. Interviews were audio-recorded, transcribed, and coded using deductive domains based on steps of sepsis care, pediatric readiness, and structural dynamics. Domains were analyzed across interviews in matrices, using thematic analysis within domains. RESULTS: Twenty-one clinical leaders representing 26 hospitals, including trauma levels I to IV, were interviewed. The themes included the following: (1) motivation to improve pediatric sepsis care based on moral imperative and location; (2) need for actionable pediatric sepsis guidelines; (3) children's hospitals' role in education, protocols, transfer, and consultation; and (4) mixed feelings about reportable metrics, particularly in EDs with low pediatric volume. Sepsis care process challenges included diagnosis, intravenous access, and antibiotic delivery but varied among hospitals. CONCLUSION: Leaders in general EDs were motivated to provide high-quality pediatric sepsis care but disagreed on whether reportable metrics would drive improvements. They universally sought direct support from their nearest children's hospitals and actionable guidelines. Efforts to address pediatric sepsis quality in general EDs should prioritize guideline design, responsive pediatric transfer and consultation systems, and locally specific process improvement.


Subject(s)
Motivation , Sepsis , Anti-Bacterial Agents , Child , Emergency Service, Hospital , Hospitals, Pediatric , Humans , Sepsis/therapy
6.
Ann Emerg Med ; 80(3): 213-224, 2022 09.
Article in English | MEDLINE | ID: mdl-35641356

ABSTRACT

STUDY OBJECTIVE: To determine whether the receipt of more than or equal to 30 mL/kg of intravenous fluid in the first hour after emergency department (ED) arrival is associated with sepsis-attributable mortality among children with hypotensive septic shock. METHODS: This is a retrospective cohort study set in 57 EDs in the Improving Pediatric Sepsis Outcomes quality improvement collaborative. Patients less than 18 years of age with hypotensive septic shock who received their first intravenous fluid bolus within 1 hour of arrival at the ED were propensity-score matched for probability of receiving more than or equal to 30 mL/kg in the first hour. Sepsis-attributable mortality was compared. We secondarily evaluated the association between the first-hour fluid volume and sepsis-attributable mortality in all children with suspected sepsis in the first hour after arrival at the ED, regardless of blood pressure. RESULTS: Of the 1,982 subjects who had hypotensive septic shock and received a first fluid bolus within 1 hour of arrival at the ED, 1,204 subjects were propensity matched. In the matched patients receiving more than or equal to 30 mL/kg of fluid, 26 (4.3%) of 602 subjects had 30-day sepsis-attributable mortality compared with 25 (4.2%) of 602 receiving less than 30 mL/kg (odds ratio 1.04, 95% confidence interval 0.59 to 1.83). Among the patients with suspected sepsis regardless of blood pressure, 30-day sepsis-attributable mortality was 3.0% in those receiving more than or equal to 30 mL/kg versus 2.0% in those receiving less than 30 ml/kg (odds ratio 1.52, 95% confidence interval 0.95 to 2.44.) CONCLUSION: In children with hypotensive septic shock receiving a timely first fluid bolus within the first hour of ED care, receiving more than or equal to 30 mL/kg of bolus intravenous fluids in the first hour after arrival at the ED was not associated with mortality compared with receiving less than 30 mL/kg.


Subject(s)
Sepsis , Shock, Septic , Child , Emergency Service, Hospital , Emergency Treatment , Hospital Mortality , Humans , Retrospective Studies , Shock, Septic/therapy
7.
Pediatr Emerg Care ; 37(12): e1571-e1577, 2021 Dec 01.
Article in English | MEDLINE | ID: mdl-32941361

ABSTRACT

OBJECTIVES: Bundled pediatric sepsis care has been associated with improved outcomes in tertiary pediatric emergency departments. Sepsis care at nontertiary sites where most children seek emergency care is not well described. We sought to describe the rate of guideline-concordant care, and we hypothesized that guideline-concordant care in community pediatric emergency care settings would be associated with decreased hospital length of stay (LOS). METHOD: This retrospective cohort study of children with severe sepsis presenting to pediatric community emergency and urgent care sites included children 60 days to 17 years with severe sepsis. The primary predictor was concordance with the American College of Critical Care Medicine 2017 pediatric sepsis resuscitation bundle, including timely recognition, vascular access, intravenous fluids, antibiotics, vasoactive agents as needed. RESULTS: From January 1, 2015, to December 31, 2017, 90 patients with severe sepsis met inclusion criteria; 22 (24%) received guideline-concordant care. Children receiving concordant care had a median hospital LOS of 95.3 hours (50.9-163.8 hours), with nonconcordant care, LOS was 88.3 hours (57.3-193.2 hours). In adjusted analysis, guideline-concordant care was not associated with hospital LOS (incident rate ratio, 0.99 [0.64-1.52]). The elements that drove overall concordance were timely recognition, achieved in only half of cases, vascular access, and timely antibiotics. CONCLUSIONS: Emergency care for pediatric sepsis in the community settings studied was concordant with guidelines in only 24% of the cases. Future study is needed to evaluate additional drivers of outcomes and ways to improve sepsis care in community emergency care settings.


Subject(s)
Guideline Adherence , Sepsis , Child , Emergency Service, Hospital , Emergency Treatment , Hospital Mortality , Humans , Length of Stay , Retrospective Studies , Sepsis/diagnosis , Sepsis/epidemiology , Sepsis/therapy
8.
Pediatr Emerg Care ; 37(4): e185-e191, 2021 Apr 01.
Article in English | MEDLINE | ID: mdl-30020247

ABSTRACT

OBJECTIVE: The aim of this study was to identify emergency department (ED) heart rate (HR) values that identify children at elevated risk of ED revisit with admission. METHODS: We performed a retrospective cohort study of patients 0 to 18 years old discharged from a tertiary-care pediatric ED from January 2013 to December 2014. We created percentile curves for the last recorded HR for age using data from calendar year 2013 and used receiver operating characteristic (ROC) curves to characterize the performance of the percentiles for predicting ED revisit with admission within 72 hours. In a held-out validation data set (calendar year 2014 data), we evaluated test characteristics of last-recorded HR-for-age cut points identified as promising on the ROC curves, as well as those identifying the highest 5% and 1% of last recorded HRs for age. RESULTS: We evaluated 183,433 eligible ED visits. Last recorded HR for age had poor discrimination for predicting revisit with admission (area under the curve, 0.61; 95% confidence interval, 0.58-0.63). No promising cut points were identified on the ROC curves. Cut points identifying the highest 5% and 1% of last recorded HRs for age showed low sensitivity (10.1% and 2.5%) with numbers needed to evaluate of 62 and 50, respectively, to potentially prevent 1 revisit with admission. CONCLUSIONS: Last recorded ED HR discriminates poorly between children who are and are not at risk of revisit with admission in a pediatric ED. The use of single-parameter HR in isolation as an automated trigger for mandatory reevaluation prior to discharge may not improve revisit outcomes.


Subject(s)
Emergency Service, Hospital , Patient Discharge , Adolescent , Child , Child, Preschool , Heart Rate , Hospitalization , Humans , Infant , Infant, Newborn , Retrospective Studies
9.
Pediatr Emerg Care ; 37(12): e1070-e1074, 2021 Dec 01.
Article in English | MEDLINE | ID: mdl-31464879

ABSTRACT

OBJECTIVE: Guidelines exist for care of pediatric sepsis, but no study has assessed the benefit of electronic learning (eLearning) in this topic area. The objective of this multicenter study was to assess knowledge acquisition and retention for pediatric sepsis across multiple health care provider roles, using an adaptive and interactive eLearning module. METHODS: The study used pretest, posttest, and 90-day delayed test scores to evaluate provider knowledge after an adaptive and interactive eLearning module intervention. The eLearning module contained conditional logic-based assessments that allowed real-time adjustments of the displayed content according to each participant's demonstrated knowledge. Physicians, nurses, and advanced practice providers, primarily emergency department based, at 9 pediatric institutions were included. Changes in test scores were stratified by provider role. RESULTS: A total of 574 participants completed the posttest, and 296 (51.6%) of those completed the delayed test. Across all providers, there was an increase in test scores of 15.7% between the pretest and posttest (P < 0.001) with a large effect size as measured by Cramer's V. Across all providers, there was an overall test score increase of 5.2% (P < 0.001) between the pretest and delayed test, with a small effect size. CONCLUSIONS: An eLearning module improved immediate and delayed pediatric sepsis knowledge in pediatric health care providers across multiple institutions and provider roles. Immediate knowledge gain was meaningful as indicated by effect sizes, although by the time of the delayed test, the effect was smaller. This module fills an important gap in currently available pediatric sepsis education.


Subject(s)
Computer-Assisted Instruction , Sepsis , Child , Curriculum , Electronics , Humans , Learning , Sepsis/diagnosis , Sepsis/therapy
10.
Crit Care Med ; 48(10): e916-e926, 2020 10.
Article in English | MEDLINE | ID: mdl-32931197

ABSTRACT

OBJECTIVES: To describe the Children's Hospital Association's Improving Pediatric Sepsis Outcomes sepsis definitions and the identified patients; evaluate the definition using a published framework for evaluating sepsis definitions. DESIGN: Observational cohort. SETTING: Multicenter quality improvement collaborative of 46 hospitals from January 2017 to December 2018, excluding neonatal ICUs. PATIENTS: Improving Pediatric Sepsis Outcomes Sepsis was defined by electronic health record evidence of suspected infection and sepsis treatment or organ dysfunction. A more severely ill subgroup, Improving Pediatric Sepsis Outcomes Critical Sepsis, was defined, approximating septic shock. INTERVENTIONS: Participating hospitals identified patients, extracted data, and transferred de-identified data to a central data warehouse. The definitions were evaluated across domains of reliability, content validity, construct validity, criterion validity, measurement burden, and timeliness. MEASUREMENTS AND MAIN RESULTS: Forty hospitals met data quality criteria across four electronic health record platforms. There were 23,976 cases of Improving Pediatric Sepsis Outcomes Sepsis, including 8,565 with Improving Pediatric Sepsis Outcomes Critical Sepsis. The median age was 5.9 years. There were 10,316 (43.0%) immunosuppressed or immunocompromised patients, 4,135 (20.3%) with central lines, and 2,352 (11.6%) chronically ventilated. Among Improving Pediatric Sepsis Outcomes Sepsis patients, 60.8% were admitted to intensive care, 26.4% had new positive-pressure ventilation, and 19.7% received vasopressors. Median hospital length of stay was 6.0 days (3.0-13.0 d). All-cause 30-day in-hospital mortality was 958 (4.0%) in Improving Pediatric Sepsis Outcomes Sepsis; 541 (6.3%) in Improving Pediatric Sepsis Outcomes Critical Sepsis. The Improving Pediatric Sepsis Outcomes Sepsis definitions demonstrated strengths in content validity, convergent construct validity, and criterion validity; weakness in reliability. Improving Pediatric Sepsis Outcomes Sepsis definitions had significant initial measurement burden (median time from case completion to submission: 15 mo [interquartile range, 13-18 mo]); timeliness improved once data capture was established (median, 26 d; interquartile range, 23-56 d). CONCLUSIONS: The Improving Pediatric Sepsis Outcomes Sepsis definitions demonstrated feasibility for large-scale data abstraction. The patients identified provide important information about children treated for sepsis. When operationalized, these definitions enabled multicenter identification and data aggregation, indicating practical utility for quality improvement.


Subject(s)
Electronic Health Records/statistics & numerical data , Hospitals, Pediatric/statistics & numerical data , Intensive Care Units, Pediatric/statistics & numerical data , Quality Improvement/organization & administration , Sepsis/therapy , Adolescent , Child , Child, Preschool , Female , Hospital Mortality/trends , Humans , Immunocompromised Host/physiology , Infant , Length of Stay/statistics & numerical data , Male , Organ Dysfunction Scores , Positive-Pressure Respiration , Reproducibility of Results , Sepsis/mortality , Severity of Illness Index , Shock, Septic/mortality , Shock, Septic/therapy
11.
J Pediatr ; 225: 198-206.e2, 2020 10.
Article in English | MEDLINE | ID: mdl-32553867

ABSTRACT

OBJECTIVE: To evaluate the impact of early disseminated intravascular coagulation (DIC) on illness severity in children using a database of emergency department ED encounters for children with suspected sepsis, in view of similar associations in adults. STUDY DESIGN: Laboratory and clinical data were extracted from a registry of emergency department encounters of children with suspected sepsis between April 1, 2012, and June 26, 2017. International Society of Thrombosis and Hemostasis DIC scores were calculated from laboratory values obtained within 24 hours of emergency department admission. Univariate logistic regression, multivariable logistic regression, and Cox regression were used to assess the influence of DIC scores on vasopressor use (primary outcome), mortality, ventilator requirement, pediatric intensive care unit admission, and hospital duration (secondary outcomes). The optimal DIC score cutoff for outcome prediction was determined. RESULTS: Of 1653 eligible patients, 284 had DIC scores within 24 hours, including 92 who required vasopressors and 23 who died within 1 year. An initial DIC score of ≥3 was the most sensitive and specific DIC score for predicting adverse outcomes. Those with a DIC score of ≥3 vs <3 had increased odds of vasopressor use in both univariate (OR, 4.48; 95% CI, 2.63-7.62; P < .001) and multivariable (OR, 3.78; 95% CI, 1.82-7.85; P < .001) analyses. Additionally, those with a DIC score of ≥3 vs <3 had increased 1-year mortality with a hazard ratio of 3.55 (95% CI, 1.46-8.64; P = .005). CONCLUSIONS: A DIC score of ≥3 was an independent predictor for both vasopressor use and mortality in this pediatric cohort, distinct from the adult overt DIC score cutoff of ≥5.


Subject(s)
Disseminated Intravascular Coagulation/diagnosis , Disseminated Intravascular Coagulation/mortality , Sepsis/diagnosis , Sepsis/mortality , Adolescent , Child , Child, Preschool , Cohort Studies , Disseminated Intravascular Coagulation/drug therapy , Disseminated Intravascular Coagulation/etiology , Female , Humans , Intensive Care Units, Pediatric , Male , Proportional Hazards Models , ROC Curve , Registries , Respiration, Artificial/statistics & numerical data , Sepsis/complications , Vasoconstrictor Agents/therapeutic use
12.
J Pediatr ; 217: 145-151.e6, 2020 02.
Article in English | MEDLINE | ID: mdl-31733815

ABSTRACT

OBJECTIVE: To derive and validate a model of risk of septic shock among children with suspected sepsis, using data known in the electronic health record at hospital arrival. STUDY DESIGN: This observational cohort study at 6 pediatric emergency department and urgent care sites used a training dataset (5 sites, April 1, 2013, to December 31, 2016), a temporal test set (5 sites, January 1, 2017 to June 30, 2018), and a geographic test set (a sixth site, April 1, 2013, to December 31, 2018). Patients 60 days to 18 years of age in whom clinicians suspected sepsis were included; patients with septic shock on arrival were excluded. The outcome, septic shock, was systolic hypotension with vasoactive medication or ≥30 mL/kg of isotonic crystalloid within 24 hours of arrival. Elastic net regularization, a penalized regression technique, was used to develop a model in the training set. RESULTS: Of 2464 included visits, septic shock occurred in 282 (11.4%). The model had an area under the curve of 0.79 (0.76-0.83) in the training set, 0.75 (0.69-0.81) in the temporal test set, and 0.87 (0.73-1.00) in the geographic test set. With a threshold set to 90% sensitivity in the training set, the model yielded 82% (72%-90%) sensitivity and 48% (44%-52%) specificity in the temporal test set, and 90% (55%-100%) sensitivity and 32% (21%-46%) specificity in the geographic test set. CONCLUSIONS: This model estimated the risk of septic shock in children at hospital arrival earlier than existing models. It leveraged the predictive value of routine electronic health record data through a modern predictive algorithm and has the potential to enhance clinical risk stratification in the critical moments before deterioration.


Subject(s)
Algorithms , Emergency Service, Hospital/statistics & numerical data , Hospitals/statistics & numerical data , Patient Admission/statistics & numerical data , Risk Assessment/methods , Shock, Septic/diagnosis , Adolescent , Child , Child, Preschool , Colorado/epidemiology , Electronic Health Records , Female , Humans , Incidence , Male , Prognosis , Retrospective Studies , Shock, Septic/epidemiology
13.
Pediatr Crit Care Med ; 21(2): e52-e106, 2020 02.
Article in English | MEDLINE | ID: mdl-32032273

ABSTRACT

OBJECTIVES: To develop evidence-based recommendations for clinicians caring for children (including infants, school-aged children, and adolescents) with septic shock and other sepsis-associated organ dysfunction. DESIGN: A panel of 49 international experts, representing 12 international organizations, as well as three methodologists and three public members was convened. Panel members assembled at key international meetings (for those panel members attending the conference), and a stand-alone meeting was held for all panel members in November 2018. A formal conflict-of-interest policy was developed at the onset of the process and enforced throughout. Teleconferences and electronic-based discussion among the chairs, co-chairs, methodologists, and group heads, as well as within subgroups, served as an integral part of the guideline development process. METHODS: The panel consisted of six subgroups: recognition and management of infection, hemodynamics and resuscitation, ventilation, endocrine and metabolic therapies, adjunctive therapies, and research priorities. We conducted a systematic review for each Population, Intervention, Control, and Outcomes question to identify the best available evidence, statistically summarized the evidence, and then assessed the quality of evidence using the Grading of Recommendations Assessment, Development, and Evaluation approach. We used the evidence-to-decision framework to formulate recommendations as strong or weak, or as a best practice statement. In addition, "in our practice" statements were included when evidence was inconclusive to issue a recommendation, but the panel felt that some guidance based on practice patterns may be appropriate. RESULTS: The panel provided 77 statements on the management and resuscitation of children with septic shock and other sepsis-associated organ dysfunction. Overall, six were strong recommendations, 52 were weak recommendations, and nine were best-practice statements. For 13 questions, no recommendations could be made; but, for 10 of these, "in our practice" statements were provided. In addition, 49 research priorities were identified. CONCLUSIONS: A large cohort of international experts was able to achieve consensus regarding many recommendations for the best care of children with sepsis, acknowledging that most aspects of care had relatively low quality of evidence resulting in the frequent issuance of weak recommendations. Despite this challenge, these recommendations regarding the management of children with septic shock and other sepsis-associated organ dysfunction provide a foundation for consistent care to improve outcomes and inform future research.


Subject(s)
Multiple Organ Failure/therapy , Pediatrics/standards , Sepsis/therapy , Shock, Septic/therapy , Adolescent , Anti-Bacterial Agents/therapeutic use , Child , Child, Preschool , Evidence-Based Medicine , Fluid Therapy/methods , Hemodynamics , Humans , Infant , Infant, Newborn , Lactic Acid/blood , Multiple Organ Failure/diagnosis , Multiple Organ Failure/etiology , Respiration, Artificial/methods , Resuscitation/methods , Sepsis/complications , Sepsis/diagnosis , Shock, Septic/diagnosis , Vasoconstrictor Agents/therapeutic use
14.
J Pediatr ; 195: 220-227.e1, 2018 04.
Article in English | MEDLINE | ID: mdl-29395173

ABSTRACT

OBJECTIVES: To assess whether the risk of missed clinician diagnosis of pediatric sepsis requiring care in the intensive care unit (ICU) was greater in community vs tertiary pediatric emergency care settings with sepsis pathways. STUDY DESIGN: An observational cohort study in a tertiary pediatric emergency department (ED) staffed by pediatric emergency physicians and 4 affiliated community pediatric ED/urgent care sites staffed by general pediatricians. Use of an institutional sepsis order set or pathway was considered clinician diagnosis of sepsis. Risk of missed diagnosis was compared for 2 outcomes: suspected infection plus ICU admission (sepsis-ICU) and suspected infection plus vasoactive agent/positive-pressure ventilation (sepsis-VV). RESULTS: From January 1, 2014 to December 31, 2015, there were 141 552 tertiary and 139 332 community emergency visits. Clinicians diagnosed sepsis in 1136 visits; median age was 5.7 (2.4, 12.0) years. In the tertiary ED, there were 306 sepsis-ICU visits (0.2%) and 112 sepsis-VV visits (0.08%). In community sites, there were 46 sepsis-ICU visits (0.03%) and 20 sepsis-VV visits (0.01%). The risk of missed diagnosis in community vs tertiary sites was significantly greater for sepsis-ICU (relative risk 4.30, CI 2.15-8.60) and sepsis-VV (relative risk 14.0, CI 2.91-67.24). Sensitivity for sepsis-ICU was 94.4% (91.3%-96.5%) at the tertiary site and 76.1% (62.1%-86.1%) at community sites. CONCLUSIONS: The risk of missed diagnosis of sepsis-ICU was greater in community vs tertiary emergency care settings despite shared pathways and education, but with differences in resources, providers, and sepsis incidence. More research is needed to optimize diagnostic approaches in all settings.


Subject(s)
Ambulatory Care Facilities , Community Health Centers , Diagnostic Errors/statistics & numerical data , Emergency Service, Hospital , Sepsis/diagnosis , Tertiary Care Centers , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Outcome Assessment, Health Care , Quality Improvement , Retrospective Studies , Sensitivity and Specificity
15.
Ann Emerg Med ; 82(4): 503-504, 2023 10.
Article in English | MEDLINE | ID: mdl-37436345

Subject(s)
Sepsis , Child , Humans , Sepsis/diagnosis
16.
Pediatr Crit Care Med ; 19(2): e80-e87, 2018 02.
Article in English | MEDLINE | ID: mdl-29194282

ABSTRACT

OBJECTIVES: Intubation in critically ill pediatric patients is associated with approximately 20% rate of adverse events, but rates in the high-risk condition of sepsis are unknown. Our objectives were to describe the frequency and characteristics of tracheal intubation adverse events in pediatric sepsis. DESIGN: Retrospective cohort study of a sepsis registry. SETTING: Two tertiary care academic emergency departments and four affiliated urgent cares within a single children's hospital health system. PATIENTS: Children 60 days and older to 18 years and younger who required nonelective intubation within 24 hours of emergency department arrival. Exclusion criteria included elective intubation, intubation prior to emergency department arrival, presence of tracheostomy, or missing intubation chart data. INTERVENTIONS: Not applicable. MEASUREMENTS AND MAIN RESULTS: The outcome was tracheal intubation adverse event as defined by the National Emergency Airway Registry Tool 4 KIDS. During the study period, 118 of 2,395 registry patients met inclusion criteria; 100% of intubations were successful. First attempt success rate was 57% (95% CI, 48-65%); 59% were intubated in the emergency department, and 28% were intubated in the PICU. First attempts were by a resident (30%), a fellow (42%), attending (6%), and anesthesiologist (13%). Tracheal intubation adverse events were reported in 61 (43%; 95% 43-61%) intubations with severe tracheal intubation adverse events in 22 (17%; 95 CI, 13-27%) intubations. Hypotension was the most common severe event (n = 20 [17%]) with 14 novel occurrences during intubation. Mainstem bronchial intubation was the most common nonsevere event (n = 28 [24%]). Residents, advanced practice providers, and general pediatricians in urgent care settings had the lowest rates of first-pass success. CONCLUSIONS: The rates of tracheal intubation adverse events in this study are higher than in nonelective pediatric intubations in all conditions and highlight the high-risk nature of intubations in pediatric sepsis. Further research is needed to identify optimal practices for intubation in pediatric sepsis.


Subject(s)
Intubation, Intratracheal/adverse effects , Sepsis/therapy , Adolescent , Child , Child, Preschool , Cohort Studies , Critical Illness/therapy , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Infant , Male , Registries , Retrospective Studies , Risk Factors , Sepsis/complications
17.
Pediatr Crit Care Med ; 18(8): 750-757, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28486385

ABSTRACT

OBJECTIVES: To assess the validity of Vasoactive-Inotropic Score as a scoring system for cardiovascular support and surrogate outcome in pediatric sepsis. DESIGN: Secondary retrospective analysis of a single-center sepsis registry. SETTING: Freestanding children's hospital and tertiary referral center. PATIENTS: Children greater than 60 days and less than 18 years with sepsis identified in the emergency department between January 2012 and June 2015 treated with at least one vasoactive medication within 48 hours of admission to the PICU. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Vasoactive-Inotropic Score was abstracted at 6, 12, 24, and 48 hours post ICU admission. Primary outcomes were ventilator days and ICU length of stay. The secondary outcome was a composite outcome of cardiac arrest/extracorporeal membrane oxygenation/in-hospital mortality. One hundred thirty-eight patients met inclusion criteria. Most common infectious sources were pneumonia (32%) and bacteremia (23%). Thirty-three percent were intubated and mortality was 6%. Of the time points assessed, Vasoactive-Inotropic Score at 48 hours showed the strongest correlation with ICU length of stay (r = 0.53; p < 0.0001) and ventilator days (r = 0.52; p < 0.0001). On multivariable analysis, Vasoactive-Inotropic Score at 48 hours was a strong independent predictor of primary outcomes and intubation. For every unit increase in Vasoactive-Inotropic Score at 48 hours, there was a 13% increase in ICU length of stay (p < 0.001) and 8% increase in ventilator days (p < 0.01). For every unit increase in Vasoactive-Inotropic Score at 12 hours, there was a 14% increase in odds of having the composite outcome (p < 0.01). CONCLUSIONS: Vasoactive-Inotropic Score in pediatric sepsis patients is independently associated with important clinically relevant outcomes including ICU length of stay, ventilator days, and cardiac arrest/extracorporeal membrane oxygenation/mortality. Vasoactive-Inotropic Score may be a useful surrogate outcome in pediatric sepsis.


Subject(s)
Critical Care/methods , Sepsis/diagnosis , Severity of Illness Index , Adolescent , Child , Child, Preschool , Combined Modality Therapy , Female , Hospital Mortality , Humans , Infant , Intensive Care Units, Pediatric , Length of Stay , Male , Prognosis , Respiration, Artificial , Retrospective Studies , Sepsis/complications , Sepsis/mortality , Sepsis/therapy , Vasoconstrictor Agents/therapeutic use
19.
J Pediatr ; 170: 149-55.e1-4, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26711848

ABSTRACT

OBJECTIVES: To evaluate whether lactate clearance and normalization during emergency care of pediatric sepsis is associated with lower rates of persistent organ dysfunction. STUDY DESIGN: This was a prospective cohort study of 77 children <18 years of age in the emergency department with infection and acute organ dysfunction per consensus definitions. In consented patients, lactate was measured 2 and/or 4 hours after an initial lactate; persistent organ dysfunction was assessed through laboratory and physician evaluation at 48 hours. A decrease of ≥ 10% from initial to final level was considered lactate clearance; a final level < 2 mmol/L was considered lactate normalization. Relative risk (RR) with 95% CIs, adjusted in a log-binomial model, was used to evaluate associations between lactate clearance/normalization and organ dysfunction. RESULTS: Lactate normalized in 62 (81%) patients and cleared in 70 (91%). The primary outcome, persistent 48-hour organ dysfunction, was present in 32 (42%). Lactate normalization was associated with decreased risk of persistent organ dysfunction (RR 0.46, 0.29-0.73; adjusted RR 0.47, 0.29-0.78); lactate clearance was not (RR 0.70, 0.35-1.41; adjusted RR 0.75, 0.38-1.50). The association between lactate normalization and decreased risk of persistent organ dysfunction was retained in the subgroups with initial lactate ≥ 2 mmol/L and hypotension. CONCLUSIONS: In children with sepsis and organ dysfunction, lactate normalization within 4 hours was associated with decreased persistent organ dysfunction. Serial lactate level measurement may provide a useful prognostic tool during the first hours of resuscitation in pediatric sepsis.


Subject(s)
Lactic Acid/blood , Multiple Organ Failure/blood , Sepsis/blood , Biomarkers/blood , Child , Cohort Studies , Emergency Service, Hospital , Humans , Hypotension/complications , Multiple Organ Failure/etiology , Organ Dysfunction Scores , Prognosis , Sepsis/complications , Time Factors
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