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Levkowitz E, Gibson R, Xu H, Zhang LF, Eskine K, Buck B, Bruno M, Seeyave D. Optimizing Triage: Assessing Shock Index, Pediatric Age-Adjusted as an Adjunct to Improve Emergency Severity Index Mistriage. Pediatr Emerg Care 2025; 41:11-16. [PMID: 38718803 DOI: 10.1097/pec.0000000000003171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2025]
Abstract
OBJECTIVE We investigated the diagnostic value of shock index, pediatric age-adjusted (SIPA) in predicting Emergency Severity Index level 3 patients' outcomes. Secondary objectives included exploring the impact of fever and participant variables on SIPA's predictive ability. METHODS A retrospective chart review identified children aged 1 to 15 years triaged as a level 3 in the emergency department between January 2018 and December 2021. Shock index, pediatric age-adjusted thresholds based on age, 1 to 6 years (>1.2), 7 to 12 years (>1.0), and 13 to 17 years (>0.9), were used. We assessed elevated SIPA and SIPA corrected for fever to evaluate associations with outcomes and interventions. RESULTS Our findings, involving 192 patients, revealed that elevated SIPA demonstrated enhanced discrimination relative to nonelevated SIPA. Patients with elevated SIPA had more average interventions: 1.14 versus 0.74, P < 0.016; average interventions using SIPA corrected for fever: 1.14 versus 0.77, P < 0.006; average interventions controlling for race and sex: 1.15 versus 0.71, P < 0.001; hospital admission: 64.4% versus 42.9%, P = 0.004; hospital length of stay (LOS): 3.06 days (SE, 0.42) versus 1.46 days (SE, 0.23); hospital LOS using SIPA corrected for fever: 2.75 days (SE, 0.44) versus 1.72 days (SE, 0.24); ventilatory support: 16.44% versus 3.36%, P < 0.002; fluid bolus: 28.77% versus 14.29%, P < 0.015; intravenous medications (antibiotics, antiepileptics, immune globulin, albumin): 45.21% versus 30.25%, P < 0.036. There was no difference between other interventions, pediatric intensive care admission, and LOS between the 2 groups. Importantly, SIPA was unaffected by fever, race, or sex. CONCLUSIONS Shock index, pediatric age-adjusted identifies level 3 Emergency Severity Index pediatric patients more likely to require hospital admission, longer LOS, and a lifesaving intervention especially ventilatory support, intravenous fluids, or specific intravenous medications. Shock index, pediatric age-adjusted's predictive ability remained unaffected by fever, race, or sex, making it a valuable tool in preventing mistriage and justifying inclusion in the Emergency Severity Index danger zone vitals criteria for up-triage.
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Affiliation(s)
- Eilan Levkowitz
- From the Department of Emergency Medicine, Children's Hospital of Georgia, Augusta University, Medical College of Georgia
| | - Robert Gibson
- Department of Biostatistics and Informatics, Augusta University, Medical College of Georgia, Augusta, GA
| | - Hongyan Xu
- Department of Biostatistics and Informatics, Augusta University, Medical College of Georgia, Augusta, GA
| | - Li Fang Zhang
- Department of Biostatistics and Informatics, Augusta University, Medical College of Georgia, Augusta, GA
| | - Katherine Eskine
- Department of Psychology and Neuroscience, Wheaton College, Norton, MA
| | - Brian Buck
- Augusta University, Medical College of Georgia, Augusta, GA
| | - Michael Bruno
- Augusta University, Medical College of Georgia, Augusta, GA
| | - Desiree Seeyave
- From the Department of Emergency Medicine, Children's Hospital of Georgia, Augusta University, Medical College of Georgia
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Qutob R, Almutairy LS, Altamimi AM, Almehaideb LA, Alshehri KA, Alaryni A, Alghamdi A, Alsolamy E, Al Harbi K, Alammari Y, Alanazi A, Bukhari A, Ababtain A, Alburakan A, Hakami OA. Physicians' Knowledge of the Systematic ABCDE Approach in Riyadh, Saudi Arabia. J Multidiscip Healthc 2024; 17:1179-1188. [PMID: 38505651 PMCID: PMC10950077 DOI: 10.2147/jmdh.s451527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 03/04/2024] [Indexed: 03/21/2024] Open
Abstract
Purpose To evaluate physicians' knowledge of the ABCDE (Airway, Breathing, Circulation, Disability, Exposure) approach components. Methods A cross-sectional study was conducted in 2023 using an online questionnaire in order to collect data about the knowledge of the ABCDE approach's components among physicians in different specialties in Riyadh, Saudi Arabia. Results The number of participants were 165 in total and the median knowledge score for all participants was 15.0, with an associated interquartile range (IQR) of 10.0 to 20.0. Intensive Care Medicine had the highest median knowledge score of 19.0 (IQR: 12.0-21.0), followed by Internal Medicine at 17.0 (IQR: 13.0-20.0). Conversely, Cardiology and Anesthesiology showed lower scores, with medians of 8.0 (IQR: 4.0-10.0) and 7.5 (IQR: 4.0-13.5), respectively (p = 0.011). Senior Registrars demonstrated the highest median knowledge score of 20.0 (IQR: 14.0-22.0), while Fellows had the lowest at 8.5 (IQR: 7.0-13.0) (p < 0.001). Practicing for 10 to 15 years and more than 15 years having medians of 20.0 (IQR: 16.0-23.0) and 19.0 (IQR: 17.0-22.0), respectively. However, participants with less experience, working for less than 5 years, had a median score of 12.0 (IQR: 8.5-16.5) (p < 0.001). Conclusion Knowledge scores of physicians representing various medical specialties found diverse levels regarding the ABCDE approach. Knowledge scores were significantly influenced by the primary area of practice, level of experience, and duration worked in the profession, highlighting the need for tailored training and education across different specialties and career stages. On the other hand, future studies should concentrate on finding new factors that influence practice adherence to the ABCDE approach and tying theoretical knowledge to clinical practice.
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Affiliation(s)
- Rayan Qutob
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | | | - Amal Meshari Altamimi
- College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | | | - Khloud Ali Alshehri
- College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Abdullah Alaryni
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Abdullah Alghamdi
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Eysa Alsolamy
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Khalid Al Harbi
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Yousef Alammari
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Abdulrahman Alanazi
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Abdullah Bukhari
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Abdalmohsen Ababtain
- Department of Critical Care, King Abdullah Bin Abdulaziz University Hospital, Riyadh, Saudi Arabia
| | - Ahmed Alburakan
- Department of Surgery, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Osamah A Hakami
- Department of Internal Medicine, King Abdullah Medical City in Holy Capital (KAMC-HC), Makkah, Saudi Arabia
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3
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Makonnen N, Layng T, Hartka T. Comparison of mortality in emergency department patients with immediate versus delayed hypotension. Am J Emerg Med 2023; 72:1-6. [PMID: 37437384 DOI: 10.1016/j.ajem.2023.06.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 06/16/2023] [Accepted: 06/19/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Hypotension in the emergency department (ED) is known to be associated with increased mortality, however, the relationship between timing of hypotension and mortality has not been investigated. The objective of the study was to compare the mortality rate of patients presenting with hypotension with those who develop hypotension while in the ED. METHODS This was a retrospective cohort study in a large academic medical center collected from January 2018-December 2021. Patients were included if they were ≥ 18 years old and had at least one recorded systolic blood pressure (SBP) ≤ 90 in the ED. Patients were separated into medical and trauma presentations by chief compliant. The primary outcome was in-hospital mortality, which included any deaths between ED arrival and hospital discharge. Further analysis examined the association of time to the first hypotensive SBP measurement with mortality. RESULTS There were 212,085 adult patients who presented to the ED during the study period, with 4053 (1.9%) patients having at least one hypotensive blood pressure measurement. The mortality rate was 0.8% for all patients and 10.0% for patients with hypotension. There were 676 unique chief complaints, of which 86 (12.7%) were determined to be trauma related. This grouping resulted in 176,947(83.4%) patients classified as medical and 35,138(16.6%) patients as trauma. For patients presenting with medical complaints, there was not a significant difference in mortality for patients who were hypotensive on arrival and those who developed hypotension during their ED stay (RR 1.19 [95% CI:0.97-1.39]). Similarly, there was no difference for patients with trauma (RR 0.6 [95% CI: 0.31-1.24]). However, for all patients, there was a significant trend toward decreased mortality for every hour after arrival until the development of hypotension, and increased mortality with increasing number of hypotensive measurements recorded. CONCLUSION This study demonstrated hypotension in the ED was associated with a very significantly increased risk of in-hospital mortality. However, there was no significant increase in mortality between those patients with hypotension on arrival those who develop hypotension while in the ED. These finding underscore the importance of careful hemodynamic monitoring for patients in the ED throughout their stay.
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Affiliation(s)
- Nardos Makonnen
- International Emergency Medicine and Global Public Health Fellow, George Washington University Hospital, 900 23rd St NW, Washington, DC 20037, United States of America.
| | - Timothy Layng
- Emergency Medicine, University of Virginia Health System, 1215 Lee St, Charlottesville, VA 22903, United States of America
| | - Thomas Hartka
- Emergency Medicine, University of Virginia Health System, 1215 Lee St, Charlottesville, VA 22903, United States of America
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4
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Loi MV, Wang QY, Lee JH. Fluid management in children with severe dengue: a narrative review. Minerva Pediatr (Torino) 2023; 75:49-61. [PMID: 36282485 DOI: 10.23736/s2724-5276.22.06935-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Dengue is a mosquito-borne arboviral infection of increasing public health importance. Globally, children account for a significant proportion of infections. No pathogen-specific treatment currently exists, and the current approach to reducing disease burden is focused on preventative strategies such as vector control, epidemiological interventions, and vaccination in selected populations. Once infected, the mainstay of treatment is supportive, of which appropriate fluid management is a cornerstone. The timely provision of fluid boluses has historically been central to the management of septic shock. However, in patients with dengue shock, particular emphasis is placed on judicious fluid administration. Certain colloids such as hydroxyethyl starches and dextran, despite no longer being used routinely in intensive care units due to concerns of acute kidney injury and impairment of coagulation, are still commonly used in dengue shock syndrome. Current guidelines recommend initial crystalloid therapy, with consideration of colloids for severe or recalcitrant shock in patients with dengue. In this review, we discuss the pathophysiology of septic shock, and consider whether any differences in dengue exist that may warrant a separate approach to fluid therapy. We critically review the available evidence for fluid management in dengue, including the role of colloids. In dengue, there is increasing recognition of the importance of tailoring fluid therapy to phases of disease, with attention to the need for fluid "deresuscitation" once the critical phase of vascular leak passes.
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Affiliation(s)
- Mervin V Loi
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore -
| | - Qi Y Wang
- Pediatric Intensive Care Unit, Department of Pediatrics, University of Malaya, Kuala Lumpur, Malaysia
| | - Jan H Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
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5
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Hagedoorn NN, Zachariasse JM, Borensztajn D, Adriaansens E, von Both U, Carrol ED, Eleftheriou I, Emonts M, van der Flier M, de Groot R, Herberg JA, Kohlmaier B, Lim E, Maconochie I, Martinón-Torres F, Nijman RG, Pokorn M, Rivero-Calle I, Tsolia M, Zavadska D, Zenz W, Levin M, Vermont C, Moll HA. Shock Index in the early assessment of febrile children at the emergency department: a prospective multicentre study. Arch Dis Child 2022; 107:116-122. [PMID: 34158280 PMCID: PMC8784994 DOI: 10.1136/archdischild-2020-320992] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 06/06/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVE (1) To derive reference values for the Shock Index (heart rate/systolic blood pressure) based on a large emergency department (ED) population of febrile children and (2) to determine the diagnostic value of the Shock Index for serious illness in febrile children. DESIGN/SETTING Observational study in 11 European EDs (2017-2018). PATIENTS Febrile children with measured blood pressure. MAIN OUTCOME MEASURES Serious bacterial infection (SBI), invasive bacterial infection (IBI), immediate life-saving interventions (ILSIs) and intensive care unit (ICU) admission. The association between high Shock Index (>95th centile) and each outcome was determined by logistic regression adjusted for age, sex, referral, comorbidity and temperature. Additionally, we calculated sensitivity, specificity and negative/positive likelihood ratios (LRs). RESULTS Of 5622 children, 461 (8.2%) had SBI, 46 (0.8%) had IBI, 203 (3.6%) were treated with ILSI and 69 (1.2%) were ICU admitted. High Shock Index was associated with SBI (adjusted OR (aOR) 1.6 (95% CI 1.3 to 1.9)), ILSI (aOR 2.5 (95% CI 2.0 to 2.9)), ICU admission (aOR 2.2 (95% CI 1.4 to 2.9)) but not with IBI (aOR: 1.5 (95% CI 0.6 to 2.4)). For the different outcomes, sensitivity for high Shock Index ranged from 0.10 to 0.15, specificity ranged from 0.95 to 0.95, negative LRs ranged from 0.90 to 0.95 and positive LRs ranged from 1.8 to 2.8. CONCLUSIONS High Shock Index is associated with serious illness in febrile children. However, its rule-out value is insufficient which suggests that the Shock Index is not valuable as a screening tool for all febrile children at the ED.
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Affiliation(s)
| | - Joany M Zachariasse
- General Paediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Dorine Borensztajn
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Elise Adriaansens
- General Paediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Ulrich von Both
- Division of Paediatric Infectious Diseases, Dr von Haunersches Children's Hospital, Children's Clinic and Children's Polyclinic of the Ludwig Maximilian University of Munich, Munchen, Germany,Partner Site Munich, German Centre for Infection Research, Braunschweig, Germany
| | - Enitan D Carrol
- Institute of Infection, Veterinary and Ecological Sciences, Global Health Liverpool, University of Liverpool, Liverpool, UK,Paediatric Infectious Diseases and Immunology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Irini Eleftheriou
- Second Department of Paediatrics, P and A Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases and Allergy, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Michiel van der Flier
- Pediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands,Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud University, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Ronald de Groot
- Pediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands,Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud University, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Jethro Adam Herberg
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Benno Kohlmaier
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Emma Lim
- Paediatric Immunology, Infectious Diseases and Allergy, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Ian Maconochie
- Paediatric Emergency Medicine, Imperial College Healthcare NHS Trust, London, UK
| | - Federico Martinón-Torres
- Genetics, Vaccines, Infections and Paediatrics Research Group (GENVIP), University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ruud Gerard Nijman
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Marko Pokorn
- Department of Infectious Diseases, Ljubljana University Clinical Center, Ljubljana, Slovenia
| | - Irene Rivero-Calle
- Genetics, Vaccines, Infections and Paediatrics Research Group (GENVIP), University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Maria Tsolia
- Second Department of Paediatrics, P and A Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Dace Zavadska
- Department of Pediatrics, Rigas Stradinas University, Riga, Latvia
| | - Werner Zenz
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Michael Levin
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Henriette A Moll
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
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6
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Borensztajn D, Hagedoorn NN, Carrol E, von Both U, Dewez JE, Emonts M, van der Flier M, de Groot R, Herberg J, Kohlmaier B, Levin M, Lim E, Maconochie I, Martinon Torres F, Nijman R, Pokorn M, Rivero-Calle I, Tsolia M, Vermont C, Zavadska D, Zenz W, Zachariasse J, Moll HA. Characteristics and management of adolescents attending the ED with fever: a prospective multicentre study. BMJ Open 2022; 12:e053451. [PMID: 35046001 PMCID: PMC8772429 DOI: 10.1136/bmjopen-2021-053451] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE Most studies on febrile children have focused on infants and young children with serious bacterial infection (SBI). Although population studies have described an increased risk of sepsis in adolescents, little is known about febrile adolescents attending the emergency department (ED). We aimed to describe patient characteristics and management of febrile adolescents attending the ED. DESIGN AND SETTING The MOFICHE/PERFORM study (Management and Outcome of Febrile Children in Europe/Personalised Risk assessment in Febrile illness to Optimise Real-life Management across the European Union), a prospective multicentre study, took place at 12 European EDs. Descriptive and multivariable regression analyses were performed, comparing febrile adolescents (12-18 years) with younger children in terms of patient characteristics, markers of disease severity (vital signs, clinical alarming signs), management (diagnostic tests, therapy, admission) and diagnosis (focus, viral/bacterial infection). RESULTS 37 420 encounters were included, of which 2577 (6.9%) were adolescents. Adolescents were more often triaged as highly urgent (38.9% vs 34.5%) and described as ill appearing (23.1% vs 15.6%) than younger children. Increased work of breathing and a non-blanching rash were present less often in adolescents, while neurological signs were present more often (1% vs 0%). C reactive protein tests were performed more frequently in adolescents and were more often abnormal (adjusted OR (aOR) 1.7, 95% CI 1.5 to 1.9). Adolescents were more often diagnosed with SBI (OR 1.8, 95% CI 1.6 to 2.0) and sepsis/meningitis (OR 2.3, 95% CI 1.1 to 5.0) and were more frequently admitted (aOR 1.3, 95% CI 1.2 to 1.4) and treated with intravenous antibiotics (aOR 1.7, 95% CI 1.5 to 2.0). CONCLUSIONS Although younger children presented to the ED more frequently, adolescents were more often diagnosed with SBI and sepsis/meningitis. Our data emphasise the importance of awareness of severe infections in adolescents.
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Affiliation(s)
- Dorine Borensztajn
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Nienke N Hagedoorn
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Enitan Carrol
- Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Ulrich von Both
- Division of Paediatric Infectious Diseases, Munich University Hospital Dr von Hauner Children's Hospital, Munchen, Germany
| | - Juan Emmanuel Dewez
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases and Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Great North Children's Hospital, Newcastle upon Tyne, UK
| | - Michiel van der Flier
- Department of Paediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Ronald de Groot
- Stichting Katholieke Universiteit, Radboudumc Nijmegen, Nijmegen, Netherlands
| | - Jethro Herberg
- Section of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Benno Kohlmaier
- Department of General Paediatrics, Medical University of Graz, Graz, Steiermark, Austria
| | - Michael Levin
- Section of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Emma Lim
- Paediatric Immunology, Infectious Diseases and Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Great North Children's Hospital, Newcastle upon Tyne, UK
| | - Ian Maconochie
- Section of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Federico Martinon Torres
- Genetics, Vaccines, Infections and Pediatrics Research group (GENVIP), Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Ruud Nijman
- Section of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Marko Pokorn
- Department of Infectious Diseases, University of Ljubljana, Ljubljana, Slovenia
| | - Irene Rivero-Calle
- Genetics, Vaccines, Infections and Pediatrics Research group (GENVIP), Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Maria Tsolia
- Department of Paediatric Infectious Diseases, National and Kapodistrian University of Athens, Athens, Greece
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Dace Zavadska
- Department of Pediatrics, Riga Stradins University, Riga, Latvia
| | - Werner Zenz
- Department of General Paediatrics, Medical University of Graz, Graz, Steiermark, Austria
| | - Joany Zachariasse
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Henriette A Moll
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
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7
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Borensztajn DM, Hagedoorn NN, Carrol ED, von Both U, Dewez JE, Emonts M, van der Flier M, de Groot R, Herberg J, Kohlmaier B, Lim E, Maconochie IK, Martinon-Torres F, Nieboer D, Nijman RG, Oostenbrink R, Pokorn M, Calle IR, Strle F, Tsolia M, Vermont CL, Yeung S, Zavadska D, Zenz W, Levin M, Moll HA. A NICE combination for predicting hospitalisation at the Emergency Department: a European multicentre observational study of febrile children. LANCET REGIONAL HEALTH-EUROPE 2021; 8:100173. [PMID: 34557857 PMCID: PMC8454797 DOI: 10.1016/j.lanepe.2021.100173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background Prolonged Emergency Department (ED) stay causes crowding and negatively impacts quality of care. We developed and validated a prediction model for early identification of febrile children with a high risk of hospitalisation in order to improve ED flow. Methods The MOFICHE study prospectively collected data on febrile children (0-18 years) presenting to 12 European EDs. A prediction models was constructed using multivariable logistic regression and included patient characteristics available at triage. We determined the discriminative values of the model by calculating the area under the receiver operating curve (AUC). Findings Of 38,424 paediatric encounters, 9,735 children were admitted to the ward and 157 to the PICU. The prediction model, combining patient characteristics and NICE alarming, yielded an AUC of 0.84 (95%CI 0.83-0.84).The model performed well for a rule-in threshold of 75% (specificity 99.0% (95%CI 98.9-99.1%, positive likelihood ratio 15.1 (95%CI 13.4-17.1), positive predictive value 0.84 (95%CI 0.82-0.86)) and a rule-out threshold of 7.5% (sensitivity 95.4% (95%CI 95.0-95.8), negative likelihood ratio 0.15 (95%CI 0.14-0.16), negative predictive value 0..95 (95%CI 0.95-9.96)). Validation in a separate dataset showed an excellent AUC of 0.91 (95%CI 0.90- 0.93). The model performed well for identifying children needing PICU admission (AUC 0.95, 95%CI 0.93-0.97). A digital calculator was developed to facilitate clinical use. Interpretation Patient characteristics and NICE alarming signs available at triage can be used to identify febrile children at high risk for hospitalisation and can be used to improve ED flow. Funding European Union, NIHR, NHS.
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Affiliation(s)
- Dorine M Borensztajn
- Erasmus MC Sophia Children's Hospital, Department of General Paediatrics, P.O. Box 2060, 3000 CB, Rotterdam, the Netherlands
| | - Nienke N Hagedoorn
- Erasmus MC Sophia Children's Hospital, Department of General Paediatrics, P.O. Box 2060, 3000 CB, Rotterdam, the Netherlands
| | - Enitan D Carrol
- University of Liverpool, Institute of Infection and Global Health, Liverpool, United Kingdom.,Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom.,Liverpool Health Partners, First Floor, Science Park, Mount Pleasant, Liverpool L3 5TF
| | - Ulrich von Both
- Division of Paediatric Infectious Diseases, Dr. von Hauner Children's Hospital, university hospital, Ludwig, Ludwig-Maximilians-Universität (LMU), München, Germany
| | - Juan Emmanuel Dewez
- London School of Hygiene and Tropical Medicine, Faculty of Tropical and Infectious Disease, London, United Kingdom
| | - Marieke Emonts
- Great North Children's Hospital, Paediatric Immunology, Infectious Diseases & Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom.,Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre based at Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Westgate Rd, Newcastle upon Tyne NE4 5PL, United Kingdom.,Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
| | - Michiel van der Flier
- Paediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, University Medical Centre Utrecht, Utrecht, the Netherlands.,Paediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Centre, Nijmegen, the Netherlands.,Section Paediatric Infectious Diseases, Laboratory of Medical Immunology, Department of Laboratory Medicine, Radboud Institute for Molecular Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Ronald de Groot
- Stichting Katholieke Universiteit, Radboudumc Nijmegen, The Netherlands
| | - Jethro Herberg
- Imperial College of Science, Technology and Medicine, Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, London, United Kingdom.,Department of paediatric Accident and Emergency, St Mary's hospital - Imperial College NHS Healthcare Trust
| | - Benno Kohlmaier
- Medical University of Graz, Department of General Paediatrics, Graz, Austria
| | - Emma Lim
- Great North Children's Hospital, Paediatric Immunology, Infectious Diseases & Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom.,Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Ian K Maconochie
- Imperial College of Science, Technology and Medicine, Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, London, United Kingdom.,Department of paediatric Accident and Emergency, St Mary's hospital - Imperial College NHS Healthcare Trust
| | - Federico Martinon-Torres
- Hospital Clínico Universitario de Santiago de Compostela, Genetics, Vaccines, Infections and Paediatrics Research group (GENVIP), Santiago de Compostela, Spain
| | - Daan Nieboer
- Department of Public Health, Erasmus University Medical Centre Rotterdam, The Netherlands
| | - Ruud G Nijman
- Imperial College of Science, Technology and Medicine, Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, London, United Kingdom.,Department of paediatric Accident and Emergency, St Mary's hospital - Imperial College NHS Healthcare Trust
| | - Rianne Oostenbrink
- Erasmus MC Sophia Children's Hospital, Department of General Paediatrics, P.O. Box 2060, 3000 CB, Rotterdam, the Netherlands
| | - Marko Pokorn
- University Medical Centre Ljubljana, Univerzitetni Klinični Centre, Department of Infectious Diseases, Ljubljana, Slovenia
| | - Irene Rivero Calle
- Hospital Clínico Universitario de Santiago de Compostela, Genetics, Vaccines, Infections and Paediatrics Research group (GENVIP), Santiago de Compostela, Spain
| | - Franc Strle
- University Medical Centre Ljubljana, Univerzitetni Klinični Centre, Department of Infectious Diseases, Ljubljana, Slovenia
| | - Maria Tsolia
- National and Kapodistrian University of Athens, Second Department of Paediatrics, P. and A. Kyriakou Children's Hospital, Athens, Greece
| | - Clementien L Vermont
- Erasmus MC Sophia Children's Hospital, Department of Paediatric infectious diseases & immunology, Rotterdam, the Netherlands
| | - Shunmay Yeung
- London School of Hygiene and Tropical Medicine, Faculty of Tropical and Infectious Disease, London, United Kingdom
| | - Dace Zavadska
- Rīgas Stradiņa Universitāte, Department of Paediatrics; Children clinical university hospital, Riga, Latvia
| | - Werner Zenz
- Medical University of Graz, Department of General Paediatrics, Graz, Austria
| | - Michael Levin
- Imperial College of Science, Technology and Medicine, Section of Paediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, London, United Kingdom
| | - Henriette A Moll
- Erasmus MC Sophia Children's Hospital, Department of General Paediatrics, P.O. Box 2060, 3000 CB, Rotterdam, the Netherlands
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8
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Romaine ST, Sefton G, Lim E, Nijman RG, Bernatoniene J, Clark S, Schlapbach LJ, Pallmann P, Carrol ED. Performance of seven different paediatric early warning scores to predict critical care admission in febrile children presenting to the emergency department: a retrospective cohort study. BMJ Open 2021; 11:e044091. [PMID: 33947731 PMCID: PMC8098996 DOI: 10.1136/bmjopen-2020-044091] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Paediatric Early Warning Scores (PEWS) are widely used in the UK, but the heterogeneity across tools and the limited data on their predictive performance represent obstacles to improving best practice. The standardisation of practice through the proposed National PEWS will rely on robust validation. Therefore, we compared the performance of the National PEWS with six other PEWS currently used in NHS hospitals, for their ability to predict critical care (CC) admission in febrile children attending the emergency department (ED). DESIGN Retrospective single-centre cohort study. SETTING Tertiary hospital paediatric ED. PARTICIPANTS A total of 11 449 eligible febrile ED attendances were identified from the electronic patient record over a 2-year period. Seven PEWS scores were calculated (Alder Hey, Bedside, Bristol, National, Newcastle and Scotland PEWS, and the Paediatric Observation Priority Score, using the worst observations recorded during their ED stay. OUTCOMES The primary outcome was CC admission within 48 hours, the secondary outcomes were hospital length of stay (LOS) >48 hours and sepsis-related mortality. RESULTS Of 11 449 febrile children, 134 (1.2%) were admitted to CC within 48 hours of ED presentation, 606 (5.3%) had a hospital LOS >48 hours. 10 (0.09%) children died, 5 (0.04%) were sepsis-related. All seven PEWS demonstrated excellent discrimination for CC admission (range area under the receiver operating characteristic curves (AUC) 0.91-0.95) and sepsis-related mortality (range AUC 0.95-0.99), most demonstrated moderate discrimination for hospital LOS (range AUC 0.69-0.75). In CC admission threshold analyses, bedside PEWS (AUC 0.90; 95% CI 0.86 to 0.93) and National PEWS (AUC 0.90; 0.87-0.93) were the most discriminative, both at a threshold of ≥6. CONCLUSIONS Our results support the use of the proposed National PEWS in the paediatric ED for the recognition of suspected sepsis to improve outcomes, but further validation is required in other settings and presentations.
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Affiliation(s)
- Sam T Romaine
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Gerri Sefton
- Paediatric Intensive Care Unit, Alder Hey Children's NHS Foundation Trust, Liverpool, Merseyside, UK
| | - Emma Lim
- Paediatric Immunology, Infectious Diseases & Allergy, Great North Children's Hospital, Newcastle Upon Tyne, UK
| | - Ruud G Nijman
- Section of Paediatrics, Division of Infectious Diseases, Department of Medicine, Imperial College London, London, UK
| | - Jolanta Bernatoniene
- Paediatric Infectious Disease Department, Bristol Royal Hospital for Children, Bristol, UK
| | - Simon Clark
- The Jessop Wing Neonatal Unit, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Luregn J Schlapbach
- Child Health Research Centre, The University of Queensland, Saint Lucia, Queensland, Australia
- Children's Research Center, Neonatal and Pediatric Intensive Care Unit, University Children's Hospital Zürich, Zurich, Switzerland
| | - Philip Pallmann
- College of Biomedical and Life Sciences, Centre for Trials Research, Cardiff University, Cardiff, South Glamorgan, UK
| | - Enitan D Carrol
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Department of Infectious Diseases, Alder Hey Children's NHS Foundation Trust, Liverpool, Merseyside, UK
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9
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Zachariasse JM, Nieboer D, Maconochie IK, Smit FJ, Alves CF, Greber-Platzer S, Tsolia MN, Steyerberg EW, Avillach P, van der Lei J, Moll HA. Development and validation of a Paediatric Early Warning Score for use in the emergency department: a multicentre study. THE LANCET CHILD & ADOLESCENT HEALTH 2020; 4:583-591. [PMID: 32710839 DOI: 10.1016/s2352-4642(20)30139-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/29/2020] [Accepted: 04/29/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Paediatric Early Warning Scores (PEWSs) are being used increasingly in hospital wards to identify children at risk of clinical deterioration, but few scores exist that were designed for use in emergency care settings. To improve the prioritisation of children in the emergency department (ED), we developed and validated an ED-PEWS. METHODS The TrIAGE project is a prospective European observational study based on electronic health record data collected between Jan 1, 2012, and Nov 1, 2015, from five diverse EDs in four European countries (Netherlands, the UK, Austria, and Portugal). This study included data from all consecutive ED visits of children under age 16 years. The main outcome measure was a three-category reference standard (high, intermediate, low urgency) that was developed as part of the TrIAGE project as a proxy for true patient urgency. The ED-PEWS was developed based on an ordinal logistic regression model, with cross-validation by setting. After completing the study, we fully externally validated the ED-PEWS in an independent cohort of febrile children from a different ED (Greece). FINDINGS Of 119 209 children, 2007 (1·7%) were of high urgency and 29 127 (24·4%) of intermediate urgency, according to our reference standard. We developed an ED-PEWS consisting of age and the predictors heart rate, respiratory rate, oxygen saturation, consciousness, capillary refill time, and work of breathing. The ED-PEWS showed a cross-validated c-statistic of 0·86 (95% prediction interval 0·82-0·90) for high-urgency patients and 0·67 (0·61-0·73) for high-urgency or intermediate-urgency patients. A cutoff of score of at least 15 was useful for identifying high-urgency patients with a specificity of 0·90 (95% CI 0·87-0·92) while a cutoff score of less than 6 was useful for identifying low-urgency patients with a sensitivity of 0·83 (0·81-0·85). INTERPRETATION The proposed ED-PEWS can assist in identifying high-urgency and low-urgency patients in the ED, and improves prioritisation compared with existing PEWSs. FUNDING Stichting de Drie Lichten, Stichting Sophia Kinderziekenhuis Fonds, and the European Union's Horizon 2020 research and innovation programme.
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Affiliation(s)
- Joany M Zachariasse
- Department of General Paediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, Netherlands
| | - Daan Nieboer
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ian K Maconochie
- Department of Paediatric Emergency Medicine, Imperial College NHS Healthcare Trust, London, UK
| | - Frank J Smit
- Department of Paediatrics, Maasstad Hospital, Rotterdam, Netherlands
| | - Claudio F Alves
- Department of Paediatrics, Emergency Unit, Hospital Professor Doutor Fernando da Fonseca, Lisbon, Portugal
| | - Susanne Greber-Platzer
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria
| | - Maria N Tsolia
- National and Kapodistrian University of Athens, Second Department of Paediatrics, P and A Kyriakou Children's Hospital, Athens, Greece
| | - Ewout W Steyerberg
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands
| | - Paul Avillach
- Department of Medical Informatics, Erasmus MC-University Medical Center Rotterdam, Rotterdam, Netherlands; Harvard Medical School, Department of Biomedical Informatics, Boston, MA, USA
| | - Johan van der Lei
- Department of Medical Informatics, Erasmus MC-University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Henriëtte A Moll
- Department of General Paediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, Netherlands.
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10
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Hagedoorn NN, Zachariasse JM, Moll HA. A comparison of clinical paediatric guidelines for hypotension with population-based lower centiles: a systematic review. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2019; 23:380. [PMID: 31775858 PMCID: PMC6882047 DOI: 10.1186/s13054-019-2653-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 10/21/2019] [Indexed: 12/29/2022]
Abstract
Background Different definitions exist for hypotension in children. In this study, we aim to identify evidence-based reference values for low blood pressure and to compare these with existing definitions for systolic hypotension. Methods We searched online databases until February 2019 (including MEDLINE, EMBASE, Web of Science) using a comprehensive search strategy to identify studies that defined age-related centiles (first to fifth centile) for non-invasive systolic blood pressure in healthy children < 18 years. Existing cut-offs for hypotension were identified in international guidelines and textbooks. The age-related centiles and clinical cut-offs were compared and visualized using step charts. Results Fourteen studies with population-based centiles were selected, of which 2 addressed children < 1 year. Values for the fifth centile differed 8 to 17 mmHg for age. We identified 13 clinical cut-offs of which only 5 reported accurate references. Age-related cut-offs for hypotension showed large variability (ranging from 15 to 30 mmHg). The clinical cut-offs varied in agreement with the low centiles. The definition from Paediatric Advanced Life Support agreed well for children < 12 years but was below the fifth centiles for children > 12 years. For children > 12 years, the definition of Parshuram’s early warning score agreed well, but the Advanced Paediatric Life Support definition was above the fifth centiles. Conclusions The different clinical guidelines for low blood pressure show large variability and low to moderate agreement with population-based lower centiles. For children < 12 years, the Paediatric Advanced Life Support definition fits best but it underestimates hypotension in older children. For children > 12 years, the Advanced Paediatric Life Support overestimates hypotension but Parshuram’s cut-off for hypotension in the early warning score agrees well. Future studies should focus on developing reference values for hypotension for acutely ill children.
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Affiliation(s)
- Nienke N Hagedoorn
- Department of Paediatrics, Room Sp 1540, Erasmus MC-Sophia Children's Hospital, University Medical Centre Rotterdam, PO Box 2060, 3000 CB, Rotterdam, The Netherlands
| | - Joany M Zachariasse
- Department of Paediatrics, Room Sp 1540, Erasmus MC-Sophia Children's Hospital, University Medical Centre Rotterdam, PO Box 2060, 3000 CB, Rotterdam, The Netherlands
| | - Henriette A Moll
- Department of Paediatrics, Room Sp 1540, Erasmus MC-Sophia Children's Hospital, University Medical Centre Rotterdam, PO Box 2060, 3000 CB, Rotterdam, The Netherlands.
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