1
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Florin TA, Freedman SB, Xie J, Funk AL, Tancredi DJ, Kim K, Neuman MI, Yock-Corrales A, Bergmann KR, Breslin KA, Finkelstein Y, Ahmad FA, Avva UR, Lunoe MM, Chaudhari PP, Shah NP, Plint AC, Sabhaney VJ, Sethuraman U, Gardiner MA, Sartori LF, Wright B, Navanandan N, Mintegi S, Gangoiti I, Borland ML, Chong SL, Kwok MY, Eckerle M, Poonai N, Romero CMA, Waseem M, Nebhrajani JR, Bhatt M, Caperell K, Campos C, Becker SM, Morris CR, Rogers AJ, Kam AJ, Pavlicich V, Palumbo L, Dalziel SR, Morrison AK, Rino PB, Cherry JC, Salvadori MI, Ambroggio L, Klassen TP, Payne DC, Malley R, Simon NJ, Kuppermann N. Features Associated With Radiographic Pneumonia in Children with SARS-CoV-2. J Pediatric Infect Dis Soc 2024; 13:257-259. [PMID: 38391389 DOI: 10.1093/jpids/piae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Indexed: 02/24/2024]
Abstract
14% of children with SARS-CoV-2 infections had radiographic pneumonia. Hypoxemia, cough, higher temperature, and older age were associated with pneumonias. In children tested, SARS-CoV-2 test results were not associated with radiographic pneumonia.
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Affiliation(s)
- Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Jianling Xie
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Anna L Funk
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | | | - Kelly Kim
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Mark I Neuman
- Division of Emergency Medicine, Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Adriana Yock-Corrales
- Department of Emergency Medicine, Hospital Nacional de Niños "Dr. Carlos Sáenz Herrera", CCSS, San José, Costa Rica
| | - Kelly R Bergmann
- Department of Emergency Medicine, Children's Minnesota, Minneapolis, USA
| | - Kristen A Breslin
- Division of Emergency Medicine, Children's National Hospital, Washington, District of Columbia, USA
| | - Yaron Finkelstein
- Divisions of Emergency Medicine, and Clinical Pharmacology and Toxicology, Department of Pediatrics Hospital for Sick Children, Toronto, Canada
| | - Fahd A Ahmad
- Department of Pediatrics, Washington University School of Medicine, St. Louis, USA
| | - Usha R Avva
- Department of Emergency Medicine, Montefiore-Nyack Hospital, Nyack, New York, USA
| | - Maren M Lunoe
- Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, USA
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Los Angeles, USA
| | - Nipam P Shah
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, USA
| | - Amy C Plint
- Division of Emergency Medicine, Children's Hospital of Eastern Ontario, Department of Pediatrics, University of Ottawa, Ottawa, Canada
| | - Vikram J Sabhaney
- Department of Paediatrics, University of British Columbia, Vancouver, Canada
| | - Usha Sethuraman
- Division of Emergency Medicine, Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, USA
| | - Michael A Gardiner
- Department of Pediatrics, Rady Children's Hospital, University of California San Diego, San Diego, USA
| | - Laura F Sartori
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, USA
| | - Bruce Wright
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Alberta, Stollery Children's Hospital, Women's and Children's Health Research Institute, Edmonton, Canada
| | - Nidhya Navanandan
- Section of Emergency Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, USA
| | - Santiago Mintegi
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU, Bilbao, Basque Country, Spain
| | - Iker Gangoiti
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU, Bilbao, Basque Country, Spain
| | - Meredith L Borland
- Divisions of Emergency Medicine and Paediatrics, School of Medicine, Perth Children's Hospital, University of Western Australia, Perth, Australia
| | - Shu-Ling Chong
- Department of Emergency Medicine, KK Women's and Children's Hospital, Pediatrics Academic Clinical Programme, Emergency Medicine Academic Clinical Programme, Duke-NUS Medical School, Singapore
| | - Maria Y Kwok
- Department of Emergency Medicine, New York Presbyterian Morgan Stanley Children's Hospital, Columbia University Irving Medical Center, NY, New York, USA
| | - Michelle Eckerle
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children's Hospital, Cincinnati, USA
| | - Naveen Poonai
- Department of Pediatrics, Schulich School of Medicine & Dentistry, London, Canada
| | | | - Muhammad Waseem
- Department of Pediatrics, Lincoln Medical Center, New York City, Bronx, New York, USA
| | | | - Maala Bhatt
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, Canada
| | - Kerry Caperell
- Division of Emergency Medicine, Department of Pediatrics, University of Louisville, Norton Children's Hospital, Louisville, USA
| | - Carmen Campos
- Pediatric Emergency Department, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Sarah M Becker
- Department of Pediatrics, Primary Children's Hospital, Intermountain Healthcare, Salt Lake City, USA
| | - Claudia R Morris
- Division of Emergency Medicine, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, USA
| | - Alexander J Rogers
- Departments of Emergency Medicine and Pediatrics, University of Michigan School of Medicine, Ann Arbor, USA
| | - April J Kam
- Division of Emergency Medicine, Department of Pediatrics, McMaster Children's Hospital, Hamilton, Canada
| | - Viviana Pavlicich
- Departamento de Emergencia Pediátrica, Facultad de Medicina, Hospital General Pediátrico Niños de Acosta Ñu, Universidad Privada del Pacífico, San Lorenzo, Paraguay
| | - Laura Palumbo
- Department of Pediatrics, ASST Spedali Civili di Brescia - Pronto soccorso pediatrico, Brescia, Italy
| | - Stuart R Dalziel
- Children's Emergency Department, Starship Children's Hospital, Auckland, New Zealand
- Departments of Surgery and Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
| | - Andrea K Morrison
- Division of Emergency Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, USA
| | - Pedro B Rino
- Department of Pediatrics, Hospital de Pediatría "Prof. Dr. Juan P. Garrahan", RIDEPLA, Buenos Aires, Argentina
| | - Jonathan C Cherry
- Department of Pediatric Emergency Medicine, IWK Health Centre, Dalhousie University, Halifax, Canada
| | | | - Lilliam Ambroggio
- Section of Emergency Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, USA
| | - Terry P Klassen
- Department of Pediatrics and Child Health, Children's Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, Canada
| | - Daniel C Payne
- Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Richard Malley
- Division of Infectious Diseases, Boston Children's Hospital and Harvard Medical School, Boston, USA
| | - Norma-Jean Simon
- Data Analytics and Reporting and Division of Emergency Medicine, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, Sacramento, USA
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Field MR, Ambroggio L, Lorenz D, Shah SS, Ruddy RM, Florin TA. Time to Clinical Stability in Children With Community-Acquired Pneumonia. Pediatrics 2024; 153:e2023063480. [PMID: 38618659 PMCID: PMC11035155 DOI: 10.1542/peds.2023-063480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/01/2024] [Indexed: 04/16/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Time to clinical stability (TCS) is a commonly used outcome in adults with community-acquired pneumonia (CAP), yet few studies have evaluated TCS in children. Our objective was to determine the association between TCS and disease severity in children with suspected CAP, as well as factors associated with reaching early stability. METHODS This is a prospective cohort study of children (aged 3 months to 18 years) hospitalized with suspected CAP. TCS parameters included temperature, heart rate, respiratory rate, and hypoxemia with the use of supplemental oxygen. TCS was defined as time from admission to parameter normalization. The association of TCS with severity and clinical factors associated with earlier TCS were evaluated. RESULTS Of 571 children, 187 (32.7%) had at least 1 abnormal parameter at discharge, and none had ≥3 abnormal discharge parameters. A greater proportion of infants (90 [93%]) had all 4 parameters stable at discharge compared with 12- to 18-year-old youths (21 [49%]). The median TCS for each parameter was <24 hours. Younger age, absence of vomiting, diffusely decreased breath sounds, and normal capillary refill were associated with earlier TCS. Children who did not reach stability were not more likely to revisit after discharge. CONCLUSIONS A TCS outcome consisting of physiologic variables may be useful for objectively assessing disease recovery and clinical readiness for discharge among children hospitalized with CAP. TCS may decrease length of stay if implemented to guide discharge decisions. Clinicians can consider factors associated with earlier TCS for management decisions.
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Affiliation(s)
- Madeline R. Field
- Division of Pediatric Emergency Medicine , Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, Colorado
| | - Douglas Lorenz
- University of Louisville School of Medicine, Louisville, Kentucky
| | | | - Richard M. Ruddy
- Emergency Medicine, Cincinnati Children’s Hospital Medical Center & Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Todd A. Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Michelson KA, Rees CA, Florin TA, Bachur RG. Emergency Department Volume and Delayed Diagnosis of Serious Pediatric Conditions. JAMA Pediatr 2024; 178:362-368. [PMID: 38345811 PMCID: PMC10862268 DOI: 10.1001/jamapediatrics.2023.6672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/14/2023] [Indexed: 02/15/2024]
Abstract
Importance Diagnostic delays are common in the emergency department (ED) and may predispose to worse outcomes. Objective To evaluate the association of annual pediatric volume in the ED with delayed diagnosis. Design, Setting, and Participants This retrospective cohort study included all children younger than 18 years treated at 954 EDs in 8 states with a first-time diagnosis of any of 23 acute, serious conditions: bacterial meningitis, compartment syndrome, complicated pneumonia, craniospinal abscess, deep neck infection, ectopic pregnancy, encephalitis, intussusception, Kawasaki disease, mastoiditis, myocarditis, necrotizing fasciitis, nontraumatic intracranial hemorrhage, orbital cellulitis, osteomyelitis, ovarian torsion, pulmonary embolism, pyloric stenosis, septic arthritis, sinus venous thrombosis, slipped capital femoral epiphysis, stroke, or testicular torsion. Patients were identified using the Healthcare Cost and Utilization Project State ED and Inpatient Databases. Data were collected from January 2015 to December 2019, and data were analyzed from July to December 2023. Exposure Annual volume of children at the first ED visited. Main Outcomes and Measures Possible delayed diagnosis, defined as a patient with an ED discharge within 7 days prior to diagnosis. A secondary outcome was condition-specific complications. Rates of possible delayed diagnosis and complications were determined. The association of volume with delayed diagnosis across conditions was evaluated using conditional logistic regression matching on condition, age, and medical complexity. Condition-specific volume-delay associations were tested using hierarchical logistic models with log volume as the exposure, adjusting for age, sex, payer, medical complexity, and hospital urbanicity. The association of delayed diagnosis with complications by condition was then examined using logistic regressions. Results Of 58 998 included children, 37 211 (63.1%) were male, and the mean (SD) age was 7.1 (5.8) years. A total of 6709 (11.4%) had a complex chronic condition. Delayed diagnosis occurred in 9296 (15.8%; 95% CI, 15.5-16.1). Each 2-fold increase in annual pediatric volume was associated with a 26.7% (95% CI, 22.5-30.7) decrease in possible delayed diagnosis. For 21 of 23 conditions (all except ectopic pregnancy and sinus venous thrombosis), there were decreased rates of possible delayed diagnosis with increasing ED volume. Condition-specific complications were 11.2% (95% CI, 3.1-20.0) more likely among patients with a possible delayed diagnosis compared with those without. Conclusions and Relevance EDs with fewer pediatric encounters had more possible delayed diagnoses across 23 serious conditions. Tools to support timely diagnosis in low-volume EDs are needed.
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Affiliation(s)
- Kenneth A. Michelson
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert Lurie Children’s Hospital, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Chris A. Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Todd A. Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert Lurie Children’s Hospital, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Richard G. Bachur
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
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Burstein B, Sabhaney V, Florin TA, Xie J, Kuppermann N, Freedman SB. Presentations and Outcomes Among Infants ≤90 Days With and Without SARS-CoV-2. Pediatrics 2024; 153:e2023064949. [PMID: 38516718 DOI: 10.1542/peds.2023-064949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/04/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVES To compare symptoms and outcomes among infants aged ≤90 days tested for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in a broad, international sample of emergency departments (EDs). METHODS This was a secondary analysis of infants aged 0 to 90 days with suspected SARS-CoV-2 infections tested using molecular approaches and with 14-day follow-up. The parent studies were conducted at 41 EDs in 10 countries (the global Pediatric Emergency Research Network; March 2020-June 2021) and 14 EDs across Canada (Pediatric Emergency Research Canada network; August 2020-February 2022). Symptom profiles included presence and number of presenting symptoms. Clinical outcomes included hospitalization, ICU admission, and severe outcomes (a composite of intensive interventions, severe organ impairment, or death). RESULTS Among 1048 infants tested for SARS-CoV-2, 1007 (96.1%) were symptomatic at presentation and 432 (41.2%) were SARS-CoV-2-positive. A systemic symptom (any of the following: Apnea, drowsiness, irritability, or lethargy) was most common and present in 646 (61.6%) infants, regardless of SARS-CoV-2 status. Although fever and upper respiratory symptoms were more common among SARS-CoV-2-positive infants, dehydration, gastrointestinal, skin, and oral symptoms, and the overall number of presenting symptoms did not differ between groups. Infants with SARS-CoV-2 infections were less likely to be hospitalized (32.9% vs 44.8%; difference -11.9% [95% confidence interval (CI) -17.9% to -6.0%]), require intensive care (1.4% vs 5.0%; difference -3.6% [95% CI -5.7% to -1.6%]), and experience severe outcomes (1.4% vs 5.4%; difference -4.0% [95% CI -6.1% to -1.9%]). CONCLUSIONS SARS-CoV-2 infections may be difficult to differentiate from similar illnesses among the youngest infants but are generally milder. SARS-CoV-2 testing can help inform clinical management.
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Affiliation(s)
- Brett Burstein
- Montreal Children's Hospital, Division of Pediatric Emergency Medicine, McGill University Health Centre, and Department of Biostatistics, Epidemiology, and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Vikram Sabhaney
- Division of Emergency Medicine, Department of Pediatrics, British Columbia Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Todd A Florin
- Division of Pediatric Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, and Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jianling Xie
- Section of Pediatric Emergency Medicine, Department of Pediatrics
- Section of Gastroenterology, Department of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis, School of Medicine, Sacramento, California
| | - Stephen B Freedman
- Section of Pediatric Emergency Medicine, Department of Pediatrics
- Section of Gastroenterology, Department of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
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Funk A, Florin TA, Kuppermann N, Finkelstein Y, Kazakoff A, Baldovsky M, Tancredi DJ, Breslin K, Bergmann KR, Gardiner M, Pruitt CM, Liu DR, Neuman MI, Wilkinson M, Ambroggio L, Pang XL, Cauchemez S, Malley R, Klassen TP, Lee BE, Payne DC, Mahmud SM, Freedman SB. Household Transmission Dynamics of Asymptomatic SARS-CoV-2-Infected Children: A Multinational, Controlled Case-Ascertained Prospective Study. Clin Infect Dis 2024:ciae069. [PMID: 38530249 DOI: 10.1093/cid/ciae069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Asymptomatic SARS-CoV-2 infection in children is highly prevalent but its acute and chronic implications have been minimally described. METHODS In this controlled case-ascertained household transmission study, we recruited asymptomatic children <18 years with SARS-CoV-2 nucleic acid testing performed at 12 tertiary care pediatric institutions in Canada and the United States. We attempted to recruit all test-positive children and 1 to 3 test-negative, site-matched controls. After 14 days' follow-up we assessed the clinical (ie, symptomatic) and combined (ie, test-positive, or symptomatic) secondary attack rates (SARs) among household contacts. Additionally, post-COVID-19 condition (PCC) was assessed in SARS-CoV-2-positive participating children after 90 days' follow-up. RESULTS A total of 111 test-positive and 256 SARS-CoV-2 test-negative asymptomatic children were enrolled between January 2021 and April 2022. After 14 days, excluding households with co-primary cases, the clinical SAR among household contacts of SARS-CoV-2-positive and -negative index children was 10.6% (19/179; 95% CI: 6.5%-16.1%) and 2.0% (13/663; 95% CI: 1.0%-3.3%), respectively (relative risk = 5.4; 95% CI: 2.7-10.7). In households with a SARS-CoV-2-positive index child, age <5 years, being pre-symptomatic (ie, developed symptoms after test), and testing positive during Omicron and Delta circulation periods (vs earlier) were associated with increased clinical and combined SARs among household contacts. Among 77 asymptomatic SARS-CoV-2-infected children with 90-day follow-up, 6 (7.8%; 95% CI: 2.9%-16.2%) reported PCC. CONCLUSIONS Asymptomatic SARS-CoV-2-infected children, especially those <5 years, are important contributors to household transmission, with 1 in 10 exposed household contacts developing symptomatic illness within 14 days. Asymptomatic SARS-CoV-2-infected children may develop PCC.
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Affiliation(s)
- Anna Funk
- Department of Obstetrics and Gynecology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Todd A Florin
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital Chicago, Chicago, Illinois, USA
| | - Nathan Kuppermann
- Department of Emergency Medicine, University of California, Davis School of Medicine, Sacramento, California, USA
- Department of Pediatrics, University of California, Davis School of Medicine, Sacramento, California, USA
| | - Yaron Finkelstein
- Divisions of Emergency Medicine and Clinical Pharmacology and Toxicology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Alissa Kazakoff
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Michael Baldovsky
- Division of Pediatric Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Daniel J Tancredi
- Department of Pediatrics, University of California, Davis School of Medicine, Sacramento, California, USA
| | - Kristen Breslin
- Division of Emergency Medicine, Children's National Hospital, Washington, D.C., USA
| | - Kelly R Bergmann
- Department of Pediatric Emergency Medicine, Children's Minnesota, Minneapolis, Minnesota, USA
| | - Michael Gardiner
- Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California, USA
- Division of Emergency Medicine, Rady Children's Hospital, San Diego, California, USA
| | - Christopher M Pruitt
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Deborah R Liu
- Division of Emergency Medicine, Department of Pediatrics, Children's Hospital Los Angeles, Keck USC School of Medicine, Los Angeles, California, USA
| | - Mark I Neuman
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Matthew Wilkinson
- Department of Pediatrics, University of Texas at Austin, Dell Medical School, Austin, Texas, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado, Aurora, Colorado, USA
- Section of Emergency Medicine, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Xiao-Li Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Simon Cauchemez
- Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, Université Paris Cité, CNRS UMR 2000, Paris, France
| | - Richard Malley
- Division of Infectious Diseases, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Terry P Klassen
- Children's Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Bonita E Lee
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Daniel C Payne
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Salaheddin M Mahmud
- Dept of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Stephen B Freedman
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Section of Gastroenterology, Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Green RS, Sartori LF, Florin TA, Aronson PL, Lee BE, Chamberlain JM, Hunt KM, Michelson KA, Nigrovic LE. Predictors of Invasive Bacterial Infection in Febrile Infants Aged 2 to 6 Months in the Emergency Department. J Pediatr 2024; 270:114017. [PMID: 38508484 DOI: 10.1016/j.jpeds.2024.114017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/29/2024] [Accepted: 03/12/2024] [Indexed: 03/22/2024]
Abstract
Our goal was to identify predictors of invasive bacterial infection (ie, bacteremia and bacterial meningitis) in febrile infants aged 2-6 months. In our multicenter retrospective cohort, older age and lower temperature identified infants at low risk for invasive bacterial infection who could safely avoid routine testing.
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Affiliation(s)
- Rebecca S Green
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA.
| | - Laura F Sartori
- Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Paul L Aronson
- Section of Pediatric Emergency Medicine, Departments of Pediatrics and of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Brian E Lee
- Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA; Division of Emergency Medicine, Children's National Hospital, Washington, DC
| | - James M Chamberlain
- Division of Emergency Medicine, Children's National Hospital, Washington, DC
| | - Kathryn M Hunt
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
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Ramgopal S, Cotter JM, Navanandan N, Ambroggio L, Michelson KA, Florin TA. Radiographic uncertainty and outcomes of children with lower respiratory tract infections. Pediatr Pulmonol 2024. [PMID: 38415980 DOI: 10.1002/ppul.26943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 02/18/2024] [Indexed: 02/29/2024]
Affiliation(s)
- Sriram Ramgopal
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jillian M Cotter
- Department of Pediatrics, Section of Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Nidhya Navanandan
- Department of Pediatrics, Section of Emergency Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Section of Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
- Department of Pediatrics, Section of Emergency Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Kenneth A Michelson
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Todd A Florin
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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8
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Burstein B, Florin TA, Sabhaney V, Xie J, Freedman SB, Kuppermann N. Inflammatory Markers in Febrile Young Infants With and Without SARS-CoV-2 Infections. Pediatrics 2024; 153:e2023063857. [PMID: 38169008 DOI: 10.1542/peds.2023-063857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/25/2023] [Indexed: 01/05/2024] Open
Affiliation(s)
- Brett Burstein
- Division of Pediatric Emergency Medicine, Montreal Children's Hospital, Montreal, Quebec, Canada
- Health Centre
- Department of Biostatistics, Epidemiology and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Todd A Florin
- Division of Pediatric Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Vikram Sabhaney
- Division of Emergency Medicine, Department of Pediatrics, British Columbia Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jianling Xie
- Section of Pediatric Emergency Medicine, Department of Pediatrics
| | - Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, Sacramento, California
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Szymczak JE, Hayes AA, Labellarte P, Zighelboim J, Toor A, Becker AB, Gerber JS, Kuppermann N, Florin TA. Parent and Clinician Views on Not Using Antibiotics for Mild Community-Acquired Pneumonia. Pediatrics 2024; 153:e2023063782. [PMID: 38234215 DOI: 10.1542/peds.2023-063782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/31/2023] [Indexed: 01/19/2024] Open
Abstract
OBJECTIVES Preschool-aged children with mild community-acquired pneumonia (CAP) routinely receive antibiotics even though most infections are viral. We sought to identify barriers to the implementation of a "no antibiotic" strategy for mild CAP in young children. METHODS Qualitative study using semistructured interviews conducted in a large pediatric hospital in the United States from January 2021 to July 2021. Parents of young children diagnosed with mild CAP in the previous 3 years and clinicians practicing in outpatient settings (pediatric emergency department, community emergency department, general pediatrics offices) were included. RESULTS Interviews were conducted with 38 respondents (18 parents, 20 clinicians). No parent heard of the no antibiotic strategy, and parents varied in their support for the approach. Degree of support related to their desire to avoid unnecessary medications, trust in clinicians, the emotional difficulty of caring for a sick child, desire for relief of suffering, willingness to accept the risk of unnecessary antibiotics, and judgment about the child's illness severity. Eleven (55%) clinicians were familiar with guidelines specifying a no antibiotic strategy. They identified challenges in not using antibiotics, including diagnostic uncertainty, consequences of undertreatment, parental expectations, follow-up concerns, and acceptance of the risks of unnecessary antibiotic treatment of many children if it means avoiding adverse outcomes for some children. CONCLUSIONS Although both parents and clinicians expressed broad support for the judicious use of antibiotics, pneumonia presents stewardship challenges. Interventions will need to consider the emotional, social, and logistical aspects of managing pneumonia, in addition to developing techniques to improve diagnosis.
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Affiliation(s)
- Julia E Szymczak
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah
| | - Ashley A Hayes
- Smith Child Health Catalyst, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Patricia Labellarte
- Smith Child Health Catalyst, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Julian Zighelboim
- Smith Child Health Catalyst, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Amandeep Toor
- Smith Child Health Catalyst, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Adam B Becker
- Smith Child Health Catalyst, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jeffrey S Gerber
- Division of Infectious Diseases, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis, School of Medicine, Sacramento, California
| | - Todd A Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Florin TA, Ramilo O, Banks RK, Schnadower D, Quayle KS, Powell EC, Pickett ML, Nigrovic LE, Mistry R, Leetch AN, Hickey RW, Glissmeyer EW, Dayan PS, Cruz AT, Cohen DM, Bogie A, Balamuth F, Atabaki SM, VanBuren JM, Mahajan P, Kuppermann N. Radiographic pneumonia in young febrile infants presenting to the emergency department: secondary analysis of a prospective cohort study. Emerg Med J 2023; 41:13-19. [PMID: 37770118 PMCID: PMC10841819 DOI: 10.1136/emermed-2023-213089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 08/29/2023] [Indexed: 10/03/2023]
Abstract
OBJECTIVE The lack of evidence-based criteria to guide chest radiograph (CXR) use in young febrile infants results in variation in its use with resultant suboptimal quality of care. We sought to describe the features associated with radiographic pneumonias in young febrile infants. STUDY DESIGN Secondary analysis of a prospective cohort study in 18 emergency departments (EDs) in the Pediatric Emergency Care Applied Research Network from 2016 to 2019. Febrile (≥38°C) infants aged ≤60 days who received CXRs were included. CXR reports were categorised as 'no', 'possible' or 'definite' pneumonia. We compared demographics, clinical signs and laboratory tests among infants with and without pneumonias. RESULTS Of 2612 infants, 568 (21.7%) had CXRs performed; 19 (3.3%) had definite and 34 (6%) had possible pneumonias. Patients with definite (4/19, 21.1%) or possible (11/34, 32.4%) pneumonias more frequently presented with respiratory distress compared with those without (77/515, 15.0%) pneumonias (adjusted OR 2.17; 95% CI 1.04 to 4.51). There were no differences in temperature or HR in infants with and without radiographic pneumonias. The median serum procalcitonin (PCT) level was higher in the definite (0.7 ng/mL (IQR 0.1, 1.5)) vs no pneumonia (0.1 ng/mL (IQR 0.1, 0.3)) groups, as was the median absolute neutrophil count (ANC) (definite, 5.8 K/mcL (IQR 3.9, 6.9) vs no pneumonia, 3.1 K/mcL (IQR 1.9, 5.3)). No infants with pneumonia had bacteraemia. Viral detection was frequent (no pneumonia (309/422, 73.2%), definite pneumonia (11/16, 68.8%), possible pneumonia (25/29, 86.2%)). Respiratory syncytial virus was the predominant pathogen in the pneumonia groups and rhinovirus in infants without pneumonias. CONCLUSIONS Radiographic pneumonias were uncommon in febrile infants. Viral detection was common. Pneumonia was associated with respiratory distress, but few other factors. Although ANC and PCT levels were elevated in infants with definite pneumonias, further work is necessary to evaluate the role of blood biomarkers in infant pneumonias.
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Affiliation(s)
- Todd A Florin
- Department of Pediatrics, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Octavio Ramilo
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Russell K Banks
- Department of Pediatrics, University of Utah Medical Center, Salt Lake City, Utah, USA
| | - David Schnadower
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Kimberly S Quayle
- Department of Pediatrics, Washington University School of Medicine in Saint Louis, St Louis, Missouri, USA
| | - Elizabeth C Powell
- Department of Pediatrics, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michelle L Pickett
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lise E Nigrovic
- Department of Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Rakesh Mistry
- Department of Pediatrics, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Aaron N Leetch
- Departments of Emergency Medicine and Pediatrics, University of Arizona Medical Center-Diamond Children's, Tucson, Arizona, USA
| | - Robert W Hickey
- Department of Pediatrics, University of Pittsburgh Medical Center Health System, Pittsburgh, Pennsylvania, USA
| | - Eric W Glissmeyer
- Department of Pediatrics, University of Utah Medical Center, Salt Lake City, Utah, USA
| | - Peter S Dayan
- Emergency Medicine, Division of Pediatric Emergency Medicine, Columbia University College of Physicians and Surgeons, New York, New York, USA
| | - Andrea T Cruz
- Pediatrics, Texas Children's Hospital, Houston, Texas, USA
| | - Daniel M Cohen
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Amanda Bogie
- Department of Pediatrics, The University of Oklahoma College of Medicine, Oklahoma City, Oklahoma, USA
| | - Fran Balamuth
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Shireen M Atabaki
- Emergency Medicine, Children's National Health System, Washington, District of Columbia, USA
- Department of Pediatrics, Children's National Health System, Washington, District of Columbia, USA
| | - John M VanBuren
- Department of Pediatrics, University of Utah Medical Center, Salt Lake City, Utah, USA
| | - Prashant Mahajan
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, Sacramento, California, USA
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11
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Rees CA, Kuppermann N, Florin TA. Community-Acquired Pneumonia in Children. Pediatr Emerg Care 2023; 39:968-976. [PMID: 38019716 DOI: 10.1097/pec.0000000000003070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
ABSTRACT Community-acquired pneumonia (CAP) is the most common cause of childhood mortality globally. In the United States, CAP is a leading cause of pediatric hospitalization and antibiotic use and is associated with substantial morbidity. There has been a dramatic shift in microbiological etiologies for CAP in children over time as pneumococcal pneumonia has become less common and viral etiologies have become predominant. There is no commonly agreed on approach to the diagnosis of CAP in children. When indicated, antimicrobial treatment should consist of narrow-spectrum antibiotics. In this article, we will describe the current understanding of the microbiological etiologies, clinical presentation, diagnostic approach, risk factors, treatment, and future directions in the diagnosis and management of pediatric CAP.
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Affiliation(s)
| | - Nathan Kuppermann
- Professor, Departments of Emergency Medicine and Pediatrics, University of California Davis Health, University of California Davis, School of Medicine, Sacramento, CA
| | - Todd A Florin
- Associate Professor, Department of Pediatrics, Northwestern University Feinberg School of Medicine and Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
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12
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St Cyr G, Jaffe J, McMahon M, Florin TA, Verre MC, Chua WJ. Management of Children With Uncomplicated Cellulitis in Emergency and Hospital Settings. Pediatr Emerg Care 2023; 39:913-917. [PMID: 38019712 DOI: 10.1097/pec.0000000000003072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
OBJECTIVE The aim of the study is to establish consensus recommendations on features used to determine the route of antibiotic administration and disposition for children with uncomplicated cellulitis. METHODS Modified Delphi methodology was performed with 2 rounds of confidential surveys of Emergency medicine and hospital medicine (HM) providers at Lurie Children's Hospital to assess cellulitis management in children (ages 6 months-18 years) without signs of sepsis or abscess formation. Using a 9-point Likert scale, emergency medicine providers ranked features by perceived level of importance when deciding initial antibiotic route and HM providers ranked features on importance when transitioning to oral antibiotics. Responses were grouped as not important (1-3), neutral (4-6), and important (7-9) and re-evaluated in the second round to reach consensus, defined as ≥70% agreement. RESULTS Emergency medicine providers (n = 17) reached consensus on 15 of 16 features (93.8%), 10 deemed important. Participants reached greatest consensus (100%) on fevers/chills, lymphangitis, and functional impairment as considerations for initiating intravenous antibiotics. HM providers (n = 15) reached consensus on 9 of 11 factors (81.8%), with 7 considered important when deciding on readiness for oral antibiotics. Providers indicated that stability, rather than reduction, of erythematous margins is sufficient to consider transition and de-escalation of therapy at less than 24 hours if all other clinical improvement criteria are met. CONCLUSIONS This study achieved consensus on important features for treatment and disposition of children with uncomplicated cellulitis in both emergency and inpatient contexts. These features have the potential to aid in decision making and improve standardization of clinical practice.
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Affiliation(s)
- Grace St Cyr
- From the Department of Pediatrics, Northwestern University Feinberg School of Medicine
| | - Jana Jaffe
- From the Department of Pediatrics, Northwestern University Feinberg School of Medicine
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Xie J, Kuppermann N, Florin TA, Tancredi DJ, Funk AL, Kim K, Salvadori MI, Yock-Corrales A, Shah NP, Breslin KA, Chaudhari PP, Bergmann KR, Ahmad FA, Nebhrajani JR, Mintegi S, Gangoiti I, Plint AC, Avva UR, Gardiner MA, Malley R, Finkelstein Y, Dalziel SR, Bhatt M, Kannikeswaran N, Caperell K, Campos C, Sabhaney VJ, Chong SL, Lunoe MM, Rogers AJ, Becker SM, Borland ML, Sartori LF, Pavlicich V, Rino PB, Morrison AK, Neuman MI, Poonai N, Simon NJE, Kam AJ, Kwok MY, Morris CR, Palumbo L, Ambroggio L, Navanandan N, Eckerle M, Klassen TP, Payne DC, Cherry JC, Waseem M, Dixon AC, Ferre IB, Freedman SB. Impact of SARS-CoV-2 Infection on the Association Between Laboratory Tests and Severe Outcomes Among Hospitalized Children. Open Forum Infect Dis 2023; 10:ofad485. [PMID: 37869403 PMCID: PMC10588618 DOI: 10.1093/ofid/ofad485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/28/2023] [Indexed: 10/24/2023] Open
Abstract
Background To assist clinicians with identifying children at risk of severe outcomes, we assessed the association between laboratory findings and severe outcomes among severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected children and determined if SARS-CoV-2 test result status modified the associations. Methods We conducted a cross-sectional analysis of participants tested for SARS-CoV-2 infection in 41 pediatric emergency departments in 10 countries. Participants were hospitalized, had laboratory testing performed, and completed 14-day follow-up. The primary objective was to assess the associations between laboratory findings and severe outcomes. The secondary objective was to determine if the SARS-CoV-2 test result modified the associations. Results We included 1817 participants; 522 (28.7%) SARS-CoV-2 test-positive and 1295 (71.3%) test-negative. Seventy-five (14.4%) test-positive and 174 (13.4%) test-negative children experienced severe outcomes. In regression analysis, we found that among SARS-CoV-2-positive children, procalcitonin ≥0.5 ng/mL (adjusted odds ratio [aOR], 9.14; 95% CI, 2.90-28.80), ferritin >500 ng/mL (aOR, 7.95; 95% CI, 1.89-33.44), D-dimer ≥1500 ng/mL (aOR, 4.57; 95% CI, 1.12-18.68), serum glucose ≥120 mg/dL (aOR, 2.01; 95% CI, 1.06-3.81), lymphocyte count <1.0 × 109/L (aOR, 3.21; 95% CI, 1.34-7.69), and platelet count <150 × 109/L (aOR, 2.82; 95% CI, 1.31-6.07) were associated with severe outcomes. Evaluation of the interaction term revealed that a positive SARS-CoV-2 result increased the associations with severe outcomes for elevated procalcitonin, C-reactive protein (CRP), D-dimer, and for reduced lymphocyte and platelet counts. Conclusions Specific laboratory parameters are associated with severe outcomes in SARS-CoV-2-infected children, and elevated serum procalcitonin, CRP, and D-dimer and low absolute lymphocyte and platelet counts were more strongly associated with severe outcomes in children testing positive compared with those testing negative.
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Affiliation(s)
| | - Nathan Kuppermann
- Davis School of Medicine, University of California, Sacramento, California, USA
| | - Todd A Florin
- Ann and Robert H. Lurie Children’s Hospital of Chicago, Northwestern University, Chicago, Illinois, USA
| | - Daniel J Tancredi
- Davis School of Medicine, University of California, Sacramento, California, USA
| | - Anna L Funk
- University of Calgary, Calgary, Alberta, Canada
| | - Kelly Kim
- University of Calgary, Calgary, Alberta, Canada
| | | | | | - Nipam P Shah
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | | | | | - Fahd A Ahmad
- Washington University School of Medicine, St.Louis, Missouri, USA
| | | | - Santiago Mintegi
- University of the Basque Country, UPV/EHU Bilbao, Basque Country, Spain
| | - Iker Gangoiti
- University of the Basque Country, UPV/EHU Bilbao, Basque Country, Spain
| | - Amy C Plint
- University of Ottawa, Ottawa, Ontario, Canada
| | - Usha R Avva
- Montefiore-Nyack Hospital, Nyack, NewYork, New York, USA
| | | | | | | | | | - Maala Bhatt
- Children’s Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | | | | | - Carmen Campos
- Hospital Universitario Miguel Servet, Zaragoza, Spain
| | | | - Shu-Ling Chong
- Duke-NUS Medical School, SingHealth Duke-NUS Global Health Institute, Singapore
| | - Maren M Lunoe
- UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Sarah M Becker
- Primary Children’s Hospital, Intermountain Healthcare, Salt Lake City, Utah, USA
| | | | - Laura F Sartori
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | | | - Pedro B Rino
- Hospital de Pediatría “Prof. Dr. Juan P. Garrahan,” RIDEPLA, Buenos Aires, Argentina
| | | | | | - Naveen Poonai
- Schulich School of Medicine & Dentistry, London, Ontario, Canada
| | - Norma-Jean E Simon
- Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
| | - April J Kam
- McMaster Children’s Hospital, Hamilton, Ontario, Canada
| | - Maria Y Kwok
- Columbia University Irving Medical Center, NewYork, New York, USA
| | - Claudia R Morris
- Children’s Healthcare of Atlanta, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Laura Palumbo
- ASST Spedali Civili di Brescia—Pronto Soccorso Pediatrico, Brescia, Italy
| | | | | | - Michelle Eckerle
- University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | | | - Daniel C Payne
- Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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Ramgopal S, Kapes J, Alpern ER, Carroll MS, Heffernan M, Simon NJE, Florin TA, Macy ML. Perceptions of Artificial Intelligence-Assisted Care for Children With a Respiratory Complaint. Hosp Pediatr 2023; 13:802-810. [PMID: 37593809 DOI: 10.1542/hpeds.2022-007066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
OBJECTIVES To evaluate caregiver opinions on the use of artificial intelligence (AI)-assisted medical decision-making for children with a respiratory complaint in the emergency department (ED). METHODS We surveyed a sample of caregivers of children presenting to a pediatric ED with a respiratory complaint. We assessed caregiver opinions with respect to AI, defined as "specialized computer programs" that "help make decisions about the best way to care for children." We performed multivariable logistic regression to identify factors associated with discomfort with AI-assisted decision-making. RESULTS Of 279 caregivers who were approached, 254 (91.0%) participated. Most indicated they would want to know if AI was being used for their child's health care (93.5%) and were extremely or somewhat comfortable with the use of AI in deciding the need for blood (87.9%) and viral testing (87.6%), interpreting chest radiography (84.6%), and determining need for hospitalization (78.9%). In multivariable analysis, caregiver age of 30 to 37 years (adjusted odds ratio [aOR] 3.67, 95% confidence interval [CI] 1.43-9.38; relative to 18-29 years) and a diagnosis of bronchospasm (aOR 5.77, 95% CI 1.24-30.28 relative to asthma) were associated with greater discomfort with AI. Caregivers with children being admitted to the hospital (aOR 0.23, 95% CI 0.09-0.50) had less discomfort with AI. CONCLUSIONS Caregivers were receptive toward the use of AI-assisted decision-making. Some subgroups (caregivers aged 30-37 years with children discharged from the ED) demonstrated greater discomfort with AI. Engaging with these subgroups should be considered when developing AI applications for acute care.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jack Kapes
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Elizabeth R Alpern
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Michael S Carroll
- Data Analytics and Reporting
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Marie Heffernan
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Norma-Jean E Simon
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Todd A Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Michelle L Macy
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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15
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Navanandan N, Florin TA, Leonard J, Ramgopal S, Cotter JM, Shah SS, Ruddy RM, Ambroggio L. Impact of Adjunct Corticosteroid Therapy on Quality of Life for Children With Suspected Pneumonia. Pediatr Emerg Care 2023; 39:482-487. [PMID: 37306694 PMCID: PMC10351650 DOI: 10.1097/pec.0000000000002984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To determine the association between adjunct corticosteroid therapy and quality of life (QoL) outcomes in children with signs and symptoms of lower respiratory tract infection and clinical suspicion for community-acquired pneumonia (CAP) in the emergency department (ED). METHODS Secondary analysis from a prospective cohort study of children aged 3 months to 18 years with signs and symptoms of LRTI and a chest radiograph for suspected CAP in the ED, excluding children with recent (within 14 days) systemic corticosteroid use. The primary exposure was receipt of corticosteroids during the ED visit. Outcomes were QoL measures and unplanned visits. Multivariable regression was used to evaluate the association between corticosteroid therapy and outcomes. RESULTS Of 898 children, 162 (18%) received corticosteroids. Children who received corticosteroids were more frequently boys (62%), Black (45%), had history of asthma (58%), previous pneumonia (16%), presence of wheeze (74%), and more severe illness at presentation (6%). Ninety-six percent were treated for asthma as defined by report of asthma or receipt of ß-agonist in the ED. Receipt of corticosteroids was not associated with QoL measures: days of activity missed (adjusted incident rate ratio [aIRR], 0.84; 95% confidence interval [CI], 0.63-1.11) and days of work missed (aIRR, 0.88; 95% CI, 0.60-1.27). There was a statistically significant interaction between age (>2 years) and corticosteroids receipt; the patients had fewer days of activity missed (aIRR, 0.62; 95% CI, 0.46-0.83), with no effect on children 2 years or younger (aIRR, 0.83; 95% CI, 0.54-1.27). Corticosteroid treatment was not associated with unplanned visit (odds ratio, 1.37; 95% CI, 0.69-2.75). CONCLUSIONS In this cohort of children with suspected CAP, receipt of corticosteroids was associated with asthma history and was not associated with missed days of activity or work, except in a subset of children aged older than 2 years.
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Affiliation(s)
- Nidhya Navanandan
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Todd A. Florin
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jan Leonard
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Sriram Ramgopal
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jillian M. Cotter
- Section of Pediatric Hospital Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Samir S. Shah
- Division of Hospital Medicine and Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH
| | - Richard M. Ruddy
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH
| | - Lilliam Ambroggio
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
- Section of Pediatric Hospital Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
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16
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Ramgopal S, Cotter JM, Navanandan N, Shah SS, Ruddy RM, Ambroggio L, Florin TA. Viral Detection Is Associated With Severe Disease in Children With Suspected Community-Acquired Pneumonia. Pediatr Emerg Care 2023; 39:465-469. [PMID: 37308159 DOI: 10.1097/pec.0000000000002982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To evaluate the role of virus detection on disease severity among children presenting to the emergency department (ED) with suspected community-acquired pneumonia (CAP). METHODS We performed a single-center prospective study of children presenting to a pediatric ED with signs and symptoms of a lower respiratory tract infection and who had a chest radiograph performed for suspected CAP. We included patients who had virus testing, with results classified as negative for virus, human rhinovirus, respiratory syncytial virus (RSV), influenza, and other viruses. We evaluated the association between virus detection and disease severity using a 4-tiered measure of disease severity based on clinical outcomes, ranging from mild ( discharged from the ED) to severe (receipt of positive-pressure ventilation, vasopressors, thoracostomy tube placement, or extracorporeal membrane oxygenation, intensive care unit admission, diagnosis of severe sepsis or septic shock, or death) in models adjusted for age, procalcitonin, C-reactive protein, radiologist interpretation of the chest radiograph, presence of wheeze, fever, and provision of antibiotics. RESULTS Five hundred seventy-three patients were enrolled in the parent study, of whom viruses were detected in 344 (60%), including 159 (28%) human rhinovirus, 114 (20%) RSV, and 34 (6%) with influenza. In multivariable models, viral infections were associated with increasing disease severity, with the greatest effect noted with RSV (adjusted odds ratio [aOR], 2.50; 95% confidence interval [CI], 1.30-4.81) followed by rhinovirus (aOR, 2.18; 95% CI, 1.27-3.76). Viral detection was not associated with increased severity among patients with radiographic pneumonia (n = 223; OR, 1.82; 95% CI, 0.87-3.87) but was associated with severity among patients without radiographic pneumonia (n = 141; OR, 2.51; 95% CI, 1.40-4.59). CONCLUSIONS The detection of a virus in the nasopharynx was associated with more severe disease compared with no virus; this finding persisted after adjustment for age, biomarkers, and radiographic findings. Viral testing may assist with risk stratification of patients with lower respiratory tract infections.
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Affiliation(s)
- Sriram Ramgopal
- From the Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jillian M Cotter
- Section of Pediatric Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Nidhya Navanandan
- Section of Emergency Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Samir S Shah
- Divisions of Hospital Medicine and Infectious Diseases, Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH
| | - Richard M Ruddy
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH
| | | | - Todd A Florin
- From the Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
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Sumner MW, Florin TA, Kuppermann N, Xie J, Tancredi DJ, Freedman SB. Liver Transaminase Concentrations in Children with Acute SARS-CoV-2 Infection. Clin Biochem 2023:110588. [PMID: 37263559 PMCID: PMC10228160 DOI: 10.1016/j.clinbiochem.2023.110588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 05/15/2023] [Accepted: 05/17/2023] [Indexed: 06/03/2023]
Abstract
OBJECTIVE To evaluate the relationship between SARS-CoV-2 infection and liver injury by comparing transaminase concentrations among children tested for SARS-CoV-2 and other respiratory viruses in pediatric emergency departments. DESIGN & METHODS Eligible children were <18 years with suspected SARS-CoV-2, tested using molecular approaches in emergency departments between March 7, 2020, and June 15, 2021 (Pediatric Emergency Research Network), and between August 6, 2020, and February 22, 2022 (Pediatric Emergency Research Canada). We compared aspartate (AST) and alanine aminotransferase (ALT) concentrations at presentation for SARS-CoV-2 and other respiratory viruses through a multivariate linear regression model, with the natural log of serum transaminase concentrations as dependent variables. RESULTS Of 16,892 enrolled children, 2,462 (14.6%) had transaminase concentrations measured; 4,318 (25.6%) were SARS-CoV-2 positive, and 3,932 (23.3%) were tested for additional respiratory viruses. Among study participants who had additional respiratory virus testing performed, the most frequently identified viruses were enterovirus/rhinovirus [8.7% (343/3,932)], respiratory syncytial virus [4.6% (181/3,932)], and adenovirus [2.6% (103/3,932)]. Transaminase concentrations were elevated in 25.6% (54/211) of children with isolated SARS-CoV-2 detection and 21.6% (117/541) of those with no virus isolated; P=0.25. In the multivariable model, isolated SARS-CoV-2 detection was not associated with elevated ALT (Odds Ratio (OR): 0.96; 95%Confidence Interval (CI): 0.84, 1.08) or AST (OR: 1.03; 95%CI: 0.92, 1.16) concentrations, with negative respiratory panel as the referent group. Ninety-day follow-up was completed in 82.2% (3,550/4,318) of SARS-CoV-2 positive children; no cases of new-onset liver disease were reported. CONCLUSION Among those tested, transaminase concentrations did not vary between SARS-CoV-2-positive children and those with a negative respiratory viral panel. In multivariate analysis, SARS-CoV-2 infection was not associated with increased initial transaminase concentrations compared to other respiratory viruses.
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Affiliation(s)
- Madeleine W Sumner
- Schulich School of Medicine and Dentistry, Western University, London, Canada
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, UC Davis School of Medicine and UC Davis Health, Sacramento, CA, USA
| | - Jianling Xie
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Daniel J Tancredi
- Department of Pediatrics, UC Davis School of Medicine, Sacramento, CA, USA
| | - Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada.
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18
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Ramgopal S, Ambroggio L, Lorenz D, Shah SS, Ruddy RM, Florin TA. Incorporation of biomarkers into a prediction model for paediatric radiographic pneumonia. ERJ Open Res 2023; 9:00339-2022. [PMID: 36891073 PMCID: PMC9986752 DOI: 10.1183/23120541.00339-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022] Open
Abstract
Objective The aim of this study was to evaluate biomarkers to predict radiographic pneumonia among children with suspected lower respiratory tract infections (LRTI). Methods We performed a single-centre prospective cohort study of children 3 months to 18 years evaluated in the emergency department with signs and symptoms of LRTI. We evaluated the incorporation of four biomarkers (white blood cell count, absolute neutrophil count, C-reactive protein (CRP) and procalcitonin), in isolation and in combination, with a previously developed clinical model (which included focal decreased breath sounds, age and fever duration) for an outcome of radiographic pneumonia using multivariable logistic regression. We evaluated the improvement in performance of each model with the concordance (c-) index. Results Of 580 included children, 213 (36.7%) had radiographic pneumonia. In multivariable analysis, all biomarkers were statistically associated with radiographic pneumonia, with CRP having the greatest adjusted odds ratio of 1.79 (95% CI 1.47-2.18). As an isolated predictor, CRP at a cut-off of 3.72 mg·dL-1 demonstrated a sensitivity of 60% and a specificity of 75%. The model incorporating CRP demonstrated improved sensitivity (70.0% versus 57.7%) and similar specificity (85.3% versus 88.3%) compared to the clinical model when using a statistically derived cutpoint. In addition, the multivariable CRP model demonstrated the greatest improvement in concordance index (0.780 to 0.812) compared with a model including only clinical variables. Conclusion A model consisting of three clinical variables and CRP demonstrated improved performance for the identification of paediatric radiographic pneumonia compared with a model with clinical variables alone.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Aurora, CO, USA
| | - Douglas Lorenz
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Samir S Shah
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Richard M Ruddy
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Todd A Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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19
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Ramgopal S, Cotter JM, Navanandan N, Ambroggio L, Florin TA. Disease severity of community-acquired pneumonia among children with medical complexity. Pediatr Pulmonol 2023; 58:967-970. [PMID: 36471562 DOI: 10.1002/ppul.26269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/02/2022] [Accepted: 12/03/2022] [Indexed: 12/12/2022]
Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jillian M Cotter
- Department of Pediatrics, Section of Pediatric Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Nidhya Navanandan
- Department of Pediatrics, Section of Emergency Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Todd A Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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20
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Florin TA, Melnikow J, Gosdin M, Ciuffetelli R, Benedetti J, Ballard D, Gausche-Hill M, Kronman MP, Martin LA, Mistry RD, Neuman MI, Palazzi DL, Patel SJ, Self WH, Shah SS, Shah SN, Sirota S, Cruz AT, Ruddy R, Gerber JS, Kuppermann N. Developing Consensus on Clinical Outcomes for Children with Mild Pneumonia: A Delphi Study. J Pediatric Infect Dis Soc 2023; 12:83-88. [PMID: 36625856 PMCID: PMC9969329 DOI: 10.1093/jpids/piac123] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 11/24/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND The absence of consensus for outcomes in pediatric antibiotic trials is a major barrier to research harmonization and clinical translation. We sought to develop expert consensus on study outcomes for clinical trials of children with mild community-acquired pneumonia (CAP). METHODS Applying the Delphi method, a multispecialty expert panel ranked the importance of various components of clinical response and treatment failure outcomes in children with mild CAP for use in research. During Round 1, panelists suggested additional outcomes in open-ended responses that were added to subsequent rounds of consensus building. For Rounds 2 and 3, panelists were provided their own prior responses and summary statistics for each item in the previous round. The consensus was defined by >70% agreement. RESULTS The expert panel determined that response to and failure of treatment should be addressed at a median of 3 days after initiation. Complete or substantial improvement in fever, work of breathing, dyspnea, tachypnea when afebrile, oral intake, and activity should be included as components of adequate clinical response outcomes. Clinical signs and symptoms including persistent or worsening fever, work of breathing, and reduced oral intake should be included in treatment failure outcomes. Interventions including receipt of parenteral fluids, supplemental oxygen, need for high-flow nasal cannula oxygen therapy, and change in prescription of antibiotics should also be considered in treatment failure outcomes. CONCLUSIONS Clinical response and treatment failure outcomes determined by the consensus of this multidisciplinary expert panel can be used for pediatric CAP studies to provide objective data translatable to clinical practice.
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Affiliation(s)
- Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Joy Melnikow
- Center for Healthcare Policy and Research, University of California Davis School of Medicine, Sacramento, California, USA
| | - Melissa Gosdin
- Center for Healthcare Policy and Research, University of California Davis School of Medicine, Sacramento, California, USA
| | - Ryan Ciuffetelli
- Center for Healthcare Policy and Research, University of California Davis School of Medicine, Sacramento, California, USA
| | - Jillian Benedetti
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Dustin Ballard
- Department of Emergency Medicine and Division of Research, Kaiser Permanente Northern California; Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - Marianne Gausche-Hill
- Los Angeles County Emergency Medical Services Agency; Harbor-UCLA Medical Center; The David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Matthew P Kronman
- Department of Pediatrics, Division of Infectious Diseases, University of Washington, Seattle, Washington, USA
| | - Lisa A Martin
- Pediatric Health Associates, Naperville, Illinois, USA
| | - Rakesh D Mistry
- Department of Pediatrics, Section of Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Debra L Palazzi
- Department of Pediatrics, Division of Infectious Diseases, Baylor College of Medicine, Texas Children’s Hospital, Houston, Texas, USA
| | - Sameer J Patel
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Wesley H Self
- Department of Emergency Medicine and Vanderbilt Institute for Clinical and Translational Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Samir S Shah
- Division of Hospital Medicine, Cincinnati Children’s Hospital Medical Center; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Sonal N Shah
- Division of Emergency Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Susan Sirota
- Division of Community Based General Pediatrics, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Andrea T Cruz
- Divisions of Emergency Medicine and Infectious Diseases, Department of Pediatrics, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Richard Ruddy
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Jeffrey S Gerber
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine; Division of Infectious Diseases, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, UC Davis School of Medicine, Sacramento, California, USA
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21
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Navanandan N, Thompson T, Pyle L, Florin TA. Defining Treatment Response for Clinical Trials of Pediatric Acute Asthma. J Allergy Clin Immunol Pract 2023; 11:1450-1458.e1. [PMID: 36621607 PMCID: PMC10164688 DOI: 10.1016/j.jaip.2022.12.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND An agreed-upon definition of treatment response for clinical trials of pediatric acute asthma does not exist, limiting meaningful comparisons among therapeutic interventions and advances in asthma management. OBJECTIVE To develop a consensus definition of treatment response for clinical trials of pediatric acute asthma. METHODS A multidisciplinary panel of 22 experts participated in a Web-based modified Delphi process to achieve consensus on a definition of treatment response. Round 1 consisted of closed- and open-ended questions in which panelists ranked measures of treatment response developed by literature review, suggested additional measures, and explained their responses. In rounds 2 and 3, panelists reviewed summary statistics of the panel's rating from prior rounds and reconsidered their rankings. In round 3, pairwise ranking was performed to determine the ranked importance of components. Consensus was defined as 70% or greater agreement among panelists choosing Likert-scale values of 1 to 6 (extremely unimportant to extremely important) and an interquartile range less than 2. RESULTS Drawing on results from the expert panel, we developed a definition of treatment response that includes Clinical Severity Score, need for additional therapies, and hospitalization. Clinical Severity Score encompassed most ranked criteria (eg, respiratory distress, wheeze) for a treatment response definition. Panelists recommended that a valid and pragmatic severity score be used consistently across institutions. Panelists also achieved consensus on the top 10 criteria that appropriately classify need for hospitalization. CONCLUSIONS This consensus definition of treatment response can be used in clinical trials of children with acute asthma to standardize outcome measurement and report meaningful outcomes.
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Affiliation(s)
- Nidhya Navanandan
- Section of Emergency Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colo.
| | - Talia Thompson
- Child Health Biostatistics Core, Children's Hospital Colorado, Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colo
| | - Laura Pyle
- Child Health Biostatistics Core, Children's Hospital Colorado, Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colo; Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo
| | - Todd A Florin
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Ill
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22
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Rixe N, Frisch A, Wang Z, Martin JM, Suresh S, Florin TA, Ramgopal S. The development of a novel natural language processing tool to identify pediatric chest radiograph reports with pneumonia. Front Digit Health 2023; 5:1104604. [PMID: 36910570 PMCID: PMC9992200 DOI: 10.3389/fdgth.2023.1104604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/16/2023] [Indexed: 02/25/2023] Open
Abstract
Objective Chest radiographs are frequently used to diagnose community-acquired pneumonia (CAP) for children in the acute care setting. Natural language processing (NLP)-based tools may be incorporated into the electronic health record and combined with other clinical data to develop meaningful clinical decision support tools for this common pediatric infection. We sought to develop and internally validate NLP algorithms to identify pediatric chest radiograph (CXR) reports with pneumonia. Materials and methods We performed a retrospective study of encounters for patients from six pediatric hospitals over a 3-year period. We utilized six NLP techniques: word embedding, support vector machines, extreme gradient boosting (XGBoost), light gradient boosting machines Naïve Bayes and logistic regression. We evaluated their performance of each model from a validation sample of 1,350 chest radiographs developed as a stratified random sample of 35% admitted and 65% discharged patients when both using expert consensus and diagnosis codes. Results Of 172,662 encounters in the derivation sample, 15.6% had a discharge diagnosis of pneumonia in a primary or secondary position. The median patient age in the derivation sample was 3.7 years (interquartile range, 1.4-9.5 years). In the validation sample, 185/1350 (13.8%) and 205/1350 (15.3%) were classified as pneumonia by content experts and by diagnosis codes, respectively. Compared to content experts, Naïve Bayes had the highest sensitivity (93.5%) and XGBoost had the highest F1 score (72.4). Compared to a diagnosis code of pneumonia, the highest sensitivity was again with the Naïve Bayes (80.1%), and the highest F1 score was with the support vector machine (53.0%). Conclusion NLP algorithms can accurately identify pediatric pneumonia from radiography reports. Following external validation and implementation into the electronic health record, these algorithms can facilitate clinical decision support and inform large database research.
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Affiliation(s)
- Nancy Rixe
- Division of Pediatric Emergency Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Adam Frisch
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Zhendong Wang
- School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, United States
| | - Judith M Martin
- Division of General Academic Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Srinivasan Suresh
- Division of Pediatric Emergency Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.,Division of Health Informatics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Sriram Ramgopal
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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23
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Ramgopal S, Sanchez-Pinto LN, Horvat CM, Carroll MS, Luo Y, Florin TA. Artificial intelligence-based clinical decision support in pediatrics. Pediatr Res 2023; 93:334-341. [PMID: 35906317 PMCID: PMC9668209 DOI: 10.1038/s41390-022-02226-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/29/2022] [Accepted: 07/18/2022] [Indexed: 11/24/2022]
Abstract
Machine learning models may be integrated into clinical decision support (CDS) systems to identify children at risk of specific diagnoses or clinical deterioration to provide evidence-based recommendations. This use of artificial intelligence models in clinical decision support (AI-CDS) may have several advantages over traditional "rule-based" CDS models in pediatric care through increased model accuracy, with fewer false alerts and missed patients. AI-CDS tools must be appropriately developed, provide insight into the rationale behind decisions, be seamlessly integrated into care pathways, be intuitive to use, answer clinically relevant questions, respect the content expertise of the healthcare provider, and be scientifically sound. While numerous machine learning models have been reported in pediatric care, their integration into AI-CDS remains incompletely realized to date. Important challenges in the application of AI models in pediatric care include the relatively lower rates of clinically significant outcomes compared to adults, and the lack of sufficiently large datasets available necessary for the development of machine learning models. In this review article, we summarize key concepts related to AI-CDS, its current application to pediatric care, and its potential benefits and risks. IMPACT: The performance of clinical decision support may be enhanced by the utilization of machine learning-based algorithms to improve the predictive performance of underlying models. Artificial intelligence-based clinical decision support (AI-CDS) uses models that are experientially improved through training and are particularly well suited toward high-dimensional data. The application of AI-CDS toward pediatric care remains limited currently but represents an important area of future research.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - L. Nelson Sanchez-Pinto
- grid.16753.360000 0001 2299 3507Division of Critical Care Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL USA ,grid.16753.360000 0001 2299 3507Department of Preventive Medicine (Health and Biomedical Informatics), Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Christopher M. Horvat
- grid.21925.3d0000 0004 1936 9000Department of Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA USA
| | - Michael S. Carroll
- grid.16753.360000 0001 2299 3507Data Analytics and Reporting, Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL USA
| | - Yuan Luo
- grid.16753.360000 0001 2299 3507Department of Preventive Medicine (Health and Biomedical Informatics), Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Todd A. Florin
- grid.16753.360000 0001 2299 3507Division of Emergency Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL USA
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24
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Ramgopal S, Heffernan ME, Bendelow A, Davis MM, Carroll MS, Florin TA, Alpern ER, Macy ML. Parental Perceptions on Use of Artificial Intelligence in Pediatric Acute Care. Acad Pediatr 2023; 23:140-147. [PMID: 35577283 DOI: 10.1016/j.acap.2022.05.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 04/26/2022] [Accepted: 05/07/2022] [Indexed: 02/09/2023]
Abstract
BACKGROUND Family engagement is critical in the implementation of artificial intelligence (AI)-based clinical decision support tools, which will play an increasing role in health care in the future. We sought to understand parental perceptions of computer-assisted health care of children in the emergency department (ED). METHODS We conducted a population-weighted household panel survey of parents with minor children in their home in a large US city to evaluate perceptions of the use of computer programs for the care of children with respiratory illness. We identified demographics associated with discomfort with AI using survey-weighted logistic regression. RESULTS Surveys were completed by 1620 parents (panel response rate = 49.7%). Most respondents were comfortable with the use of computer programs to determine the need for antibiotics (77.6%) or bloodwork (76.5%), and to interpret radiographs (77.5%). In multivariable analysis, Black non-Hispanic parents reported greater discomfort with AI relative to White non-Hispanic parents (odds ratio [OR] 1.67, 95% confidence interval [CI] 1.03-2.70) as did younger parents (18-25 years) relative to parents ≥46 years (OR 2.48, 95% CI 1.31-4.67). The greatest perceived benefits of computer programs were finding something a human would miss (64.2%, 95% CI 60.9%-67.4%) and obtaining a more rapid diagnosis (59.6%; 56.2%-62.9%). Areas of greatest concern were diagnostic errors (63.0%, 95% CI 59.6%-66.4%), and recommending incorrect treatment (58.9%, 95% CI 55.5%-62.3%). CONCLUSIONS Parents were generally receptive to computer-assisted management of children with respiratory illnesses in the ED, though reservations emerged. Black non-Hispanic and younger parents were more likely to express discomfort about AI.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (S Ramgopal, TA Florin, ER Alpern, and ML Macy), Chicago, Ill.
| | - Marie E Heffernan
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago (ME Heffernan, MM Davis, M Carroll, and ML Macy), Chicago, Ill; Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (ME Heffernan and MM Davis), Chicago, Ill
| | - Anne Bendelow
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (A Bendelow and M Carroll), Chicago, Ill
| | - Matthew M Davis
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago (ME Heffernan, MM Davis, M Carroll, and ML Macy), Chicago, Ill; Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (ME Heffernan and MM Davis), Chicago, Ill
| | - Michael S Carroll
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago (ME Heffernan, MM Davis, M Carroll, and ML Macy), Chicago, Ill; Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (A Bendelow and M Carroll), Chicago, Ill
| | - Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (S Ramgopal, TA Florin, ER Alpern, and ML Macy), Chicago, Ill
| | - Elizabeth R Alpern
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (S Ramgopal, TA Florin, ER Alpern, and ML Macy), Chicago, Ill
| | - Michelle L Macy
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine (S Ramgopal, TA Florin, ER Alpern, and ML Macy), Chicago, Ill; Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago (ME Heffernan, MM Davis, M Carroll, and ML Macy), Chicago, Ill
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25
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Cotter JM, Florin TA, Moss A, Suresh K, Navanandan N, Ramgopal S, Shah SS, Ruddy R, Kempe A, Ambroggio L. Antibiotic use and outcomes among children hospitalized with suspected pneumonia. J Hosp Med 2022; 17:975-983. [PMID: 36380654 PMCID: PMC9722550 DOI: 10.1002/jhm.13002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/18/2022] [Accepted: 10/20/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Although viral etiologies predominate, antibiotics are frequently prescribed for community-acquired pneumonia (CAP). OBJECTIVE We evaluated the association between antibiotic use and outcomes among children hospitalized with suspected CAP. DESIGNS, SETTINGS AND PARTICIPANTS We performed a secondary analysis of a prospective cohort of children hospitalized with suspected CAP. INTERVENTION The exposure was the receipt of antibiotics in the emergency department (ED). MAIN OUTCOME AND MEASURES Clinical outcomes included length of stay (LOS), care escalation, postdischarge treatment failure, 30-day ED revisit, and quality-of-life (QoL) measures from a follow-up survey 7-15 days post discharge. To minimize confounding by indication (e.g., radiographic CAP), we performed inverse probability treatment weighting with propensity analyses. RESULTS Among 523 children, 66% were <5 years, 88% were febrile, 55% had radiographic CAP, and 55% received ED antibiotics. The median LOS was 41 h (IQR: 25, 54). After propensity analyses, there were no differences in LOS, escalated care, treatment failure, or revisits between children who received antibiotics and those who did not. Seventy-one percent of patients completed follow-up surveys after discharge. Among 16% of patients with fevers after discharge, the median fever duration was 2 days, and those who received antibiotics had a 37% decrease in the mean number of days with fever (95% confidence interval: 20% and 51%). We found no statistical differences in other QoL measures.
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Affiliation(s)
- Jillian M Cotter
- Section of Hospital Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Todd A Florin
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Angela Moss
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado, Aurora, Colorado, USA
| | - Krithika Suresh
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado, Aurora, Colorado, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
| | - Nidhya Navanandan
- Section of Emergency Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Sriram Ramgopal
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Samir S Shah
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Richard Ruddy
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Allison Kempe
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado, Aurora, Colorado, USA
| | - Lilliam Ambroggio
- Section of Hospital Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
- Section of Emergency Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
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Affiliation(s)
- Fran Balamuth
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Todd A. Florin
- Feinberg School of Medicine at Northwestern University, Evanston, IL
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Florin TA, Lorenz D, Ramgopal S, Burns R, Rainwater D, Benedetti J, Ruddy RM, Gerber JS, Kuppermann N. Feasibility and reliability of telemedicine examinations for respiratory distress in children: A pilot study. J Telemed Telecare 2022:1357633X221125833. [PMID: 36168273 DOI: 10.1177/1357633x221125833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Respiratory disorders are a leading cause of acute care visits by children. Data establishing the reliability of telemedicine in evaluating children with respiratory concerns are limited. The overall objective of this pilot study was to evaluate the use of telemedicine to evaluate children with respiratory concerns. We performed a pilot prospective cohort study of children 12 to 71 months old presenting to the emergency department (ED) with lower respiratory tract signs and symptoms. Three examinations were performed simultaneously-one by the ED clinician with the patient, one by a remote ED clinician using telemedicine, and one by the child's parent. We evaluated measures of agreement between (a) the local and remote clinicians, (b) the local clinician and the parent, and (c) the parent and the remote clinician. Twenty-eight patients were enrolled (84 paired examinations). Except for heart rate, all examination findings evaluated (general appearance, capillary refill time, grunting, nasal flaring, shortness of breath, retractions, impression of respiratory distress, respiratory rate, and temperature) had acceptable or excellent agreement between raters. In this pilot study, we found that telemedicine respiratory examinations of young children are feasible and reliable, using readily available platforms and equipment.
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Affiliation(s)
- Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago; Department of Pediatrics, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Douglas Lorenz
- Department of Bioinformatics and Biostatistics, 5170University of Louisville, Louisville, KY, USA
| | - Sriram Ramgopal
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago; Department of Pediatrics, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rebecca Burns
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago; Department of Pediatrics, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Daniel Rainwater
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago; Department of Pediatrics, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jillian Benedetti
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago; Department of Pediatrics, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Richard M Ruddy
- Department of Pediatrics, University of Cincinnati College of Medicine, Division of Emergency Medicine, 2518Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jeffrey S Gerber
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine; Division of Infectious Diseases, 6567The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine and UC Davis Health, Sacramento, CA, USA
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Ramgopal S, Lorenz D, Ambroggio L, Navanandan N, Cotter JM, Florin TA. Identifying Potentially Unnecessary Hospitalizations in Children With Pneumonia. Hosp Pediatr 2022; 12:788-806. [PMID: 36000331 DOI: 10.1542/hpeds.2022-006608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To characterize the outcomes of children with community acquired pneumonia (CAP) across 41 United States hospitals and evaluate factors associated with potentially unnecessary admissions. METHODS We performed a cross-sectional study of patients with CAP from 41 United States pediatric hospitals and evaluated clinical outcomes using a composite ordinal severity outcome: mild-discharged (discharged from the emergency department), mild-admitted (hospitalized without other interventions), moderate (provision of intravenous fluids, supplemental oxygen, broadening of antibiotics, complicated pneumonia, and presumed sepsis) or severe (ICU, positive-pressure ventilation, vasoactive infusion, chest drainage, extracorporeal membrane oxygenation, severe sepsis, or death). Our primary outcome was potentially unnecessary admissions (ie, mild-admitted). Among mild-discharged and mild-admitted patients, we constructed a generalized linear mixed model for mild-admitted severity and assessed the role of fixed (demographics and clinical testing) and random effects (institution) on this outcome. RESULTS Of 125 180 children, 68.3% were classified as mild-discharged, 6.6% as mild-admitted, 20.6% as moderate and 4.5% as severe. Among admitted patients (n = 39 692), 8321 (21%) were in the mild-admitted group, with substantial variability in this group across hospitals (median 19.1%, interquartile range 12.8%-28.4%). In generalized linear mixed models comparing mild-admitted and mild-discharge severity groups, hospital had the greatest contribution to model variability compared to all other variables. CONCLUSIONS One in 5 hospitalized children with CAP do not receive significant interventions. Among patients with mild disease, institutional variation is the most important contributor to predict potentially unnecessary admissions. Improved prognostic tools are needed to reduce potentially unnecessary hospitalization of children with CAP.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Douglas Lorenz
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, Kentucky
| | - Lilliam Ambroggio
- Section of Pediatric Emergency Medicine and
- Section of Pediatric Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, Colorado
| | | | - Jillian M Cotter
- Section of Pediatric Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, Colorado
| | - Todd A Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Cotter JM, Florin TA, Moss A, Suresh K, Ramgopal S, Navanandan N, Shah SS, Ruddy R, Ambroggio L. Factors Associated With Antibiotic Use for Children Hospitalized With Pneumonia. Pediatrics 2022; 150:188468. [PMID: 35775330 PMCID: PMC9727820 DOI: 10.1542/peds.2021-054677] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2022] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Antibiotics are frequently used for community-acquired pneumonia (CAP), although viral etiologies predominate. We sought to determine factors associated with antibiotic use among children hospitalized with suspected CAP. METHODS We conducted a prospective cohort study of children who presented to the emergency department (ED) and were hospitalized for suspected CAP. We estimated risk factors associated with receipt of ≥1 dose of inpatient antibiotics and a full treatment course using multivariable Poisson regression with an interaction term between chest radiograph (CXR) findings and ED antibiotic use. We performed a subgroup analysis of children with nonradiographic CAP. RESULTS Among 477 children, 60% received inpatient antibiotics and 53% received a full course. Factors associated with inpatient antibiotics included antibiotic receipt in the ED (relative risk 4.33 [95% confidence interval, 2.63-7.13]), fever (1.66 [1.22-2.27]), and use of supplemental oxygen (1.29 [1.11-1.50]). Children with radiographic CAP and equivocal CXRs had an increased risk of inpatient antibiotics compared with those with normal CXRs, but the increased risk was modest when antibiotics were given in the ED. Factors associated with a full course were similar. Among patients with nonradiographic CAP, 29% received inpatient antibiotics, 21% received a full course, and ED antibiotics increased the risk of inpatient antibiotics. CONCLUSIONS Inpatient antibiotic utilization was associated with ED antibiotic decisions, CXR findings, and clinical factors. Nearly one-third of children with nonradiographic CAP received antibiotics, highlighting the need to reduce likely overuse. Antibiotic decisions in the ED were strongly associated with decisions in the inpatient setting, representing a modifiable target for future interventions.
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Affiliation(s)
- Jillian M. Cotter
- Section of Hospital Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Todd A. Florin
- Division of Pediatric Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Angela Moss
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado, Aurora, CO
| | - Krithika Suresh
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado, Aurora, CO,Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO
| | - Sriram Ramgopal
- Division of Pediatric Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Nidhya Navanandan
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Samir S. Shah
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH
| | - Richard Ruddy
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH
| | - Lilliam Ambroggio
- Section of Hospital Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO,Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, CO
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Green RS, Sartori LF, Lee BE, Linn AR, Samuels MR, Florin TA, Aronson PL, Chamberlain JM, Michelson KA, Nigrovic LE. Prevalence and Management of Invasive Bacterial Infections in Febrile Infants Ages 2 to 6 Months. Ann Emerg Med 2022; 80:499-506. [DOI: 10.1016/j.annemergmed.2022.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/07/2022] [Accepted: 06/13/2022] [Indexed: 11/01/2022]
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Funk AL, Kuppermann N, Florin TA, Tancredi DJ, Xie J, Kim K, Finkelstein Y, Neuman MI, Salvadori MI, Yock-Corrales A, Breslin KA, Ambroggio L, Chaudhari PP, Bergmann KR, Gardiner MA, Nebhrajani JR, Campos C, Ahmad FA, Sartori LF, Navanandan N, Kannikeswaran N, Caperell K, Morris CR, Mintegi S, Gangoiti I, Sabhaney VJ, Plint AC, Klassen TP, Avva UR, Shah NP, Dixon AC, Lunoe MM, Becker SM, Rogers AJ, Pavlicich V, Dalziel SR, Payne DC, Malley R, Borland ML, Morrison AK, Bhatt M, Rino PB, Beneyto Ferre I, Eckerle M, Kam AJ, Chong SL, Palumbo L, Kwok MY, Cherry JC, Poonai N, Waseem M, Simon NJ, Freedman SB. Post-COVID-19 Conditions Among Children 90 Days After SARS-CoV-2 Infection. JAMA Netw Open 2022; 5:e2223253. [PMID: 35867061 PMCID: PMC9308058 DOI: 10.1001/jamanetworkopen.2022.23253] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Little is known about the risk factors for, and the risk of, developing post-COVID-19 conditions (PCCs) among children. OBJECTIVES To estimate the proportion of SARS-CoV-2-positive children with PCCs 90 days after a positive test result, to compare this proportion with SARS-CoV-2-negative children, and to assess factors associated with PCCs. DESIGN, SETTING, AND PARTICIPANTS This prospective cohort study, conducted in 36 emergency departments (EDs) in 8 countries between March 7, 2020, and January 20, 2021, included 1884 SARS-CoV-2-positive children who completed 90-day follow-up; 1686 of these children were frequency matched by hospitalization status, country, and recruitment date with 1701 SARS-CoV-2-negative controls. EXPOSURE SARS-CoV-2 detected via nucleic acid testing. MAIN OUTCOMES AND MEASURES Post-COVID-19 conditions, defined as any persistent, new, or recurrent health problems reported in the 90-day follow-up survey. RESULTS Of 8642 enrolled children, 2368 (27.4%) were SARS-CoV-2 positive, among whom 2365 (99.9%) had index ED visit disposition data available; among the 1884 children (79.7%) who completed follow-up, the median age was 3 years (IQR, 0-10 years) and 994 (52.8%) were boys. A total of 110 SARS-CoV-2-positive children (5.8%; 95% CI, 4.8%-7.0%) reported PCCs, including 44 of 447 children (9.8%; 95% CI, 7.4%-13.0%) hospitalized during the acute illness and 66 of 1437 children (4.6%; 95% CI, 3.6%-5.8%) not hospitalized during the acute illness (difference, 5.3%; 95% CI, 2.5%-8.5%). Among SARS-CoV-2-positive children, the most common symptom was fatigue or weakness (21 [1.1%]). Characteristics associated with reporting at least 1 PCC at 90 days included being hospitalized 48 hours or more compared with no hospitalization (adjusted odds ratio [aOR], 2.67 [95% CI, 1.63-4.38]); having 4 or more symptoms reported at the index ED visit compared with 1 to 3 symptoms (4-6 symptoms: aOR, 2.35 [95% CI, 1.28-4.31]; ≥7 symptoms: aOR, 4.59 [95% CI, 2.50-8.44]); and being 14 years of age or older compared with younger than 1 year (aOR, 2.67 [95% CI, 1.43-4.99]). SARS-CoV-2-positive children were more likely to report PCCs at 90 days compared with those who tested negative, both among those who were not hospitalized (55 of 1295 [4.2%; 95% CI, 3.2%-5.5%] vs 35 of 1321 [2.7%; 95% CI, 1.9%-3.7%]; difference, 1.6% [95% CI, 0.2%-3.0%]) and those who were hospitalized (40 of 391 [10.2%; 95% CI, 7.4%-13.7%] vs 19 of 380 [5.0%; 95% CI, 3.0%-7.7%]; difference, 5.2% [95% CI, 1.5%-9.1%]). In addition, SARS-CoV-2 positivity was associated with reporting PCCs 90 days after the index ED visit (aOR, 1.63 [95% CI, 1.14-2.35]), specifically systemic health problems (eg, fatigue, weakness, fever; aOR, 2.44 [95% CI, 1.19-5.00]). CONCLUSIONS AND RELEVANCE In this cohort study, SARS-CoV-2 infection was associated with reporting PCCs at 90 days in children. Guidance and follow-up are particularly necessary for hospitalized children who have numerous acute symptoms and are older.
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Affiliation(s)
- Anna L Funk
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nathan Kuppermann
- Department of Emergency Medicine, University of California, Davis School of Medicine, Sacramento
- Department of Pediatrics, University of California, Davis School of Medicine, Sacramento
| | - Todd A Florin
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Daniel J Tancredi
- Department of Pediatrics, University of California, Davis School of Medicine, Sacramento
| | - Jianling Xie
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kelly Kim
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Yaron Finkelstein
- Division of Emergency Medicine, Department of Pediatrics, Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Clinical Pharmacology and Toxicology, Department of Pediatrics, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Mark I Neuman
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | | | - Adriana Yock-Corrales
- Emergency Department, Hospital Nacional de Niños "Dr. Carlos Sáenz Herrera," CCSS, San José, Costa Rica
| | - Kristen A Breslin
- Department of Emergency Medicine and Trauma Services, Children's National Hospital, Washington, DC
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado, Aurora
- Section of Emergency Medicine, Children's Hospital Colorado, Aurora
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Los Angeles
| | - Kelly R Bergmann
- Department of Emergency Medicine, Children's Minnesota, Minneapolis
| | - Michael A Gardiner
- Department of Pediatrics, University of California, San Diego, Rady Children's Hospital, San Diego
| | | | - Carmen Campos
- Pediatric Emergency Department, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Fahd A Ahmad
- Department of Pediatrics, Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Laura F Sartori
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Nidhya Navanandan
- Department of Pediatrics, University of Colorado, Aurora
- Section of Emergency Medicine, Children's Hospital Colorado, Aurora
| | - Nirupama Kannikeswaran
- Division of Emergency Medicine, Children's Hospital of Michigan, Detroit
- Department of Pediatrics, Central Michigan University, Mt Pleasant
| | - Kerry Caperell
- Department of Pediatrics, University of Louisville, Louisville, Kentucky
- Department of Pediatrics, Norton Children's Hospital, Louisville, Kentucky
| | - Claudia R Morris
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Santiago Mintegi
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU Bilbao, Basque Country, Spain
| | - Iker Gangoiti
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU Bilbao, Basque Country, Spain
| | - Vikram J Sabhaney
- Department of Paediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amy C Plint
- Division of Emergency Medicine, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada
- Department of Emergency Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Terry P Klassen
- Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Usha R Avva
- Department of Emergency Medicine, Montefiore-Nyack Hospital, Nyack, New York
| | - Nipam P Shah
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Alabama at Birmingham
| | - Andrew C Dixon
- University of Alberta, Stollery Children's Hospital, Women's and Children's Health Research Institute, Edmonton, Alberta, Canada
| | - Maren M Lunoe
- UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Sarah M Becker
- Primary Children's Hospital, Intermountain Healthcare, Salt Lake City, Utah
| | - Alexander J Rogers
- Department of Emergency Medicine, University of Michigan School of Medicine, Ann Arbor
- Department of Pediatrics, University of Michigan School of Medicine, Ann Arbor
| | - Viviana Pavlicich
- Departamento de Emergencia Pediátrica, Hospital General Pediátrico Niños de Acosta Ñu, Facultad de Medicina, Universidad Privada del Pacífico, San Lorenzo, Paraguay
| | - Stuart R Dalziel
- Children's Emergency Department, Starship Children's Hospital, Auckland, New Zealand
- Department of Surgery, University of Auckland, Auckland, New Zealand
- Department of Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
| | - Daniel C Payne
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Richard Malley
- Division of Infectious Diseases, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Meredith L Borland
- Emergency Department, Perth Children's Hospital, Perth, Western Australia
- Division of Emergency Medicine, School of Medicine, University of Western Australia, Perth, Australia
- Division of Paediatrics, School of Medicine, University of Western Australia, Perth, Australia
| | - Andrea K Morrison
- Division of Emergency Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee
| | - Maala Bhatt
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Pedro B Rino
- Hospital de Pediatría "Prof Dr. Juan P. Garrahan," RIDEPLA, Buenos Aires, Argentina
| | | | - Michelle Eckerle
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital, Cincinnati, Ohio
| | - April J Kam
- Department of Pediatrics, Division of Emergency Medicine, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Shu-Ling Chong
- Department of Emergency Medicine, KK Women's and Children's Hospital, Duke-NUS Medical School, SingHealth Duke-NUS Global Health Institute, Singapore
| | - Laura Palumbo
- ASST Spedali Civili di Brescia-Pronto soccorso pediatrico, Brescia, Italy
| | - Maria Y Kwok
- Department of Emergency Medicine, New York Presbyterian Morgan Stanley Children's Hospital, Columbia University Irving Medical Center, New York, New York
| | - Jonathan C Cherry
- Department of Pediatric Emergency Medicine, IWK Health Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Naveen Poonai
- Department of Pediatrics, Schulich School of Medicine & Dentistry, London, Ontario, Canada
| | - Muhammad Waseem
- Department of Emergency Medicine, Lincoln Medical Center, New York, New York
| | - Norma-Jean Simon
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
- Data Analytics and Reporting, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Stephen B Freedman
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Section of Gastroenterology, Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Ramgopal S, Lorenz D, Navanandan N, Cotter JM, Shah SS, Ruddy RM, Ambroggio L, Florin TA. Validation of Prediction Models for Pneumonia Among Children in the Emergency Department. Pediatrics 2022; 150:e2021055641. [PMID: 35748157 DOI: 10.1542/peds.2021-055641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/12/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Several prediction models have been reported to identify patients with radiographic pneumonia, but none have been validated or broadly implemented into practice. We evaluated 5 prediction models for radiographic pneumonia in children. METHODS We evaluated 5 previously published prediction models for radiographic pneumonia (Neuman, Oostenbrink, Lynch, Mahabee-Gittens, and Lipsett) using data from a single-center prospective study of patients 3 months to 18 years with signs of lower respiratory tract infection. Our outcome was radiographic pneumonia. We compared each model's area under the receiver operating characteristic curve (AUROC) and evaluated their diagnostic accuracy at statistically-derived cutpoints. RESULTS Radiographic pneumonia was identified in 253 (22.2%) of 1142 patients. When using model coefficients derived from the study dataset, AUROC ranged from 0.58 (95% confidence interval, 0.52-0.64) to 0.79 (95% confidence interval, 0.75-0.82). When using coefficients derived from original study models, 2 studies demonstrated an AUROC >0.70 (Neuman and Lipsett); this increased to 3 after deriving regression coefficients from the study cohort (Neuman, Lipsett, and Oostenbrink). Two models required historical and clinical data (Neuman and Lipsett), and the third additionally required C-reactive protein (Oostenbrink). At a statistically derived cutpoint of predicted risk from each model, sensitivity ranged from 51.2% to 70.4%, specificity 49.9% to 87.5%, positive predictive value 16.1% to 54.4%, and negative predictive value 83.9% to 90.7%. CONCLUSIONS Prediction models for radiographic pneumonia had varying performance. The 3 models with higher performance may facilitate clinical management by predicting the risk of radiographic pneumonia among children with lower respiratory tract infection.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Douglas Lorenz
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, Kentucky
| | | | - Jillian M Cotter
- Department of Pediatrics
- Pediatric Hospital Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado
| | | | - Richard M Ruddy
- Emergency Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Lilliam Ambroggio
- Department of Pediatrics
- Sections of Emergency Medicine
- Pediatric Hospital Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado, Aurora, Colorado
| | - Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Aronson PL, Schaeffer P, A Ponce K, K Gainey T, Politi MC, Fraenkel L, Florin TA. Stakeholder Perspectives on Hospitalization Decisions and Shared Decision-Making in Bronchiolitis. Hosp Pediatr 2022; 12:473-482. [PMID: 35441213 PMCID: PMC9647631 DOI: 10.1542/hpeds.2021-006475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVES Our objective was to elicit clinicians' and parents' perspectives about decision-making related to hospitalization for children with bronchiolitis and the use of shared decision-making (SDM) to guide these decisions. METHODS We conducted individual, semistructured interviews with purposively sampled clinicians (pediatric emergency medicine physicians and nurses) at 2 children's hospitals and parents of children age <2 years with bronchiolitis evaluated in the emergency department at 1 hospital. Interviews elicited clinicians' and parents' perspectives on decision-making and SDM for bronchiolitis. We conducted an inductive analysis following the principles of grounded theory until data saturation was reached for both groups. RESULTS We interviewed 24 clinicians (17 physicians, 7 nurses) and 20 parents. Clinicians identified factors in 3 domains that contribute to hospitalization decision-making for children with bronchiolitis: demographics, clinical factors, and social-emotional factors. Although many clinicians supported using SDM for hospitalization decisions, most reported using a clinician-guided decision-making process in practice. Clinicians also identified several barriers to SDM, including the unpredictable course of bronchiolitis, perceptions of parents' preferences for engaging in SDM, and parents' emotions, health literacy, preferred language, and comfort with discharge. Parents wanted the opportunity to express their opinions during decision-making about hospitalization, although they often felt comfortable with the clinician's decision when adequately informed. CONCLUSIONS Although clinicians and parents of children with bronchiolitis are supportive of SDM, most hospitalization decision-making is clinician guided. Future investigation should evaluate how to address barriers and implement SDM in practice, including training clinicians in this SDM approach.
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Affiliation(s)
| | | | | | | | - Mary C Politi
- Division of Public Health Sciences, Department of Surgery, School of Medicine, Washington University, St Louis, Missouri
| | - Liana Fraenkel
- Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Funk AL, Florin TA, Kuppermann N, Tancredi DJ, Xie J, Kim K, Neuman MI, Ambroggio L, Plint AC, Mintegi S, Klassen TP, Salvadori MI, Malley R, Payne DC, Simon NJ, Yock-Corrales A, Nebhrajani JR, Chaudhari PP, Breslin KA, Finkelstein Y, Campos C, Bergmann KR, Bhatt M, Ahmad FA, Gardiner MA, Avva UR, Shah NP, Sartori LF, Sabhaney VJ, Caperell K, Navanandan N, Borland ML, Morris CR, Gangoiti I, Pavlicich V, Kannikeswaran N, Lunoe MM, Rino PB, Kam AJ, Cherry JC, Rogers AJ, Chong SL, Palumbo L, Angelats CM, Morrison AK, Kwok MY, Becker SM, Dixon AC, Poonai N, Eckerle M, Wassem M, Dalziel SR, Freedman SB. Outcomes of SARS-CoV-2-Positive Youths Tested in Emergency Departments: The Global PERN-COVID-19 Study. JAMA Netw Open 2022; 5:e2142322. [PMID: 35015063 PMCID: PMC8753506 DOI: 10.1001/jamanetworkopen.2021.42322] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
IMPORTANCE Severe outcomes among youths with SARS-CoV-2 infections are poorly characterized. OBJECTIVE To estimate the proportion of children with severe outcomes within 14 days of testing positive for SARS-CoV-2 in an emergency department (ED). DESIGN, SETTING, AND PARTICIPANTS This prospective cohort study with 14-day follow-up enrolled participants between March 2020 and June 2021. Participants were youths aged younger than 18 years who were tested for SARS-CoV-2 infection at one of 41 EDs across 10 countries including Argentina, Australia, Canada, Costa Rica, Italy, New Zealand, Paraguay, Singapore, Spain, and the United States. Statistical analysis was performed from September to October 2021. EXPOSURES Acute SARS-CoV-2 infection was determined by nucleic acid (eg, polymerase chain reaction) testing. MAIN OUTCOMES AND MEASURES Severe outcomes, a composite measure defined as intensive interventions during hospitalization (eg, inotropic support, positive pressure ventilation), diagnoses indicating severe organ impairment, or death. RESULTS Among 3222 enrolled youths who tested positive for SARS-CoV-2 infection, 3221 (>99.9%) had index visit outcome data available, 2007 (62.3%) were from the United States, 1694 (52.6%) were male, and 484 (15.0%) had a self-reported chronic illness; the median (IQR) age was 3 (0-10) years. After 14 days of follow-up, 735 children (22.8% [95% CI, 21.4%-24.3%]) were hospitalized, 107 (3.3% [95% CI, 2.7%-4.0%]) had severe outcomes, and 4 children (0.12% [95% CI, 0.03%-0.32%]) died. Characteristics associated with severe outcomes included being aged 5 to 18 years (age 5 to <10 years vs <1 year: odds ratio [OR], 1.60 [95% CI, 1.09-2.34]; age 10 to <18 years vs <1 year: OR, 2.39 [95% CI 1.38-4.14]), having a self-reported chronic illness (OR, 2.34 [95% CI, 1.59-3.44]), prior episode of pneumonia (OR, 3.15 [95% CI, 1.83-5.42]), symptoms starting 4 to 7 days prior to seeking ED care (vs starting 0-3 days before seeking care: OR, 2.22 [95% CI, 1.29-3.82]), and country (eg, Canada vs US: OR, 0.11 [95% CI, 0.05-0.23]; Costa Rica vs US: OR, 1.76 [95% CI, 1.05-2.96]; Spain vs US: OR, 0.51 [95% CI, 0.27-0.98]). Among a subgroup of 2510 participants discharged home from the ED after initial testing and who had complete follow-up, 50 (2.0%; 95% CI, 1.5%-2.6%) were eventually hospitalized and 12 (0.5%; 95% CI, 0.3%-0.8%) had severe outcomes. Compared with hospitalized SARS-CoV-2-negative youths, the risk of severe outcomes was higher among hospitalized SARS-CoV-2-positive youths (risk difference, 3.9%; 95% CI, 1.1%-6.9%). CONCLUSIONS AND RELEVANCE In this study, approximately 3% of SARS-CoV-2-positive youths tested in EDs experienced severe outcomes within 2 weeks of their ED visit. Among children discharged home from the ED, the risk was much lower. Risk factors such as age, underlying chronic illness, and symptom duration may be useful to consider when making clinical care decisions.
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Affiliation(s)
- Anna L. Funk
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Todd A. Florin
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, Sacramento
| | - Daniel J. Tancredi
- Department of Pediatrics, University of California, Davis School of Medicine, Sacramento
| | - Jianling Xie
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kelly Kim
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mark I. Neuman
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Lilliam Ambroggio
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora
| | - Amy C. Plint
- Children’s Hospital of Eastern Ontario, Division of Emergency Medicine, Departments of Pediatrics and Emergency Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Santiago Mintegi
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU, Bilbao, Basque Country, Spain
| | - Terry P. Klassen
- Children’s Hospital Research Institute of Manitoba, Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Richard Malley
- Division of Infectious Diseases, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Daniel C. Payne
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Norma-Jean Simon
- Data Analytics and Reporting, Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | | | | | - Pradip P. Chaudhari
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
- Keck School of Medicine of the University of Southern California, Los Angeles, California
| | | | - Yaron Finkelstein
- Divisions of Emergency Medicine and Clinical Pharmacology and Toxicology, Department of Pediatrics Hospital for Sick Children, Toronto, Ontario, Canada
| | - Carmen Campos
- Hospital Universitario Miguel Servet, Pediatric Emergency Department, Zaragoza, Spain
| | - Kelly R. Bergmann
- Department of Emergency Medicine, Children’s Minnesota, Minneapolis, Minnesota
| | - Maala Bhatt
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Fahd A. Ahmad
- Department of Pediatrics, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Michael A. Gardiner
- Rady Children’s Hospital, Department of Pediatrics, University of California, San Diego, San Diego, California
| | - Usha R. Avva
- School of Medicine Hackensack Meridian Health, Hackensack, New Jersey
| | - Nipam P. Shah
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham
| | - Laura F. Sartori
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Vikram J. Sabhaney
- Department of Paediatrics, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Kerry Caperell
- Norton Children’s Hospital, University of Louisville, Louisville, Kentucky
| | - Nidhya Navanandan
- Section of Emergency Medicine, Children’s Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora
| | - Meredith L. Borland
- Perth Children’s Hospital, Divisions of Emergency Medicine and Paediatrics, School of Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Claudia R. Morris
- Department of Pediatrics, Division of Emergency Medicine, Emory University School of Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Iker Gangoiti
- Pediatric Emergency Department, Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU, Bilbao, Basque Country, Spain
| | - Viviana Pavlicich
- Departamento de Emergencia Pediátrica, Hospital General Pediátrico Niños de Acosta Ñu, Facultad de Medicina, Universidad Privada del Pacífico, San Lorenzo, Paraguay
| | | | - Maren M. Lunoe
- UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Pedro B. Rino
- Hospital de Pediatría “Prof Dr Juan P. Garrahan”, RIDEPLA, Buenos Aires, Argentina
| | - April J. Kam
- Department of Pediatrics, Division of Emergency Medicine, McMaster Children’s Hospital, Hamilton, Ontario, Canada
| | - Jonathan C. Cherry
- Department of Pediatric Emergency Medicine, IWK Health Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Alexander J. Rogers
- Departments of Emergency Medicine and Pediatrics, University of Michigan School of Medicine, Ann Arbor
| | - Shu-Ling Chong
- Department of Emergency Medicine, KK Women’s and Children’s Hospital, Duke-NUS Medical School, SingHealth Duke-NUS Global Health Institute, Singapore
| | - Laura Palumbo
- ASST Spedali Civili di Brescia - Pronto soccorso pediatrico, Brescia, Italy
| | | | - Andrea K. Morrison
- Division of Emergency Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Maria Y. Kwok
- Department of Emergency Medicine, New York Presbyterian Morgan Stanley Children’s Hospital, Columbia University Irving Medical Center, New York
| | - Sarah M. Becker
- University of Utah School of Medicine and Primary Children’s Hospital, Salt Lake City, Utah
| | - Andrew C. Dixon
- University of Alberta, Stollery Children’s Hospital, Women’s and Children’s Health Research Institute, Edmonton, Alberta, Canada
| | - Naveen Poonai
- Child Health Research Institute, Division of Paediatric Emergency Medicine, Departments of Pediatrics, Internal Medicine, Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, London, Ontario, Canada
| | - Michelle Eckerle
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Division of Pediatric Emergency Medicine, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | | | - Stuart R. Dalziel
- Children’s Emergency Department, Starship Children’s Hospital, Auckland, New Zealand
- Departments of Surgery and Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
| | - Stephen B. Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Freedman SB, Kuppermann N, Funk AL, Kim K, Xie J, Tancredi D, Dalziel SR, Neuman MI, Mintegi S, Plint AC, Gómez-Vargas J, Finkelstein Y, Ambroggio L, Klassen TP, Salvadori M, Malley R, Payne DC, Florin TA. Corticosteroids and Other Treatments Administered to Children Tested for SARS-CoV-2 Infection in Emergency Departments. Acad Pediatr 2022; 22:1200-1211. [PMID: 35462066 PMCID: PMC9023083 DOI: 10.1016/j.acap.2022.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 04/11/2022] [Accepted: 04/13/2022] [Indexed: 01/28/2023]
Abstract
OBJECTIVE We sought to determine if corticosteroid administration is associated with a SARS-CoV-2 nucleic acid test-positive result and to describe therapies administered to SARS-CoV-2 infected children. METHODS We collected cross-sectional data from participants recruited in 41 pediatric emergency departments (ED) in 10 countries between March 2020 and June 2021. Participants were <18 years old, had signs or symptoms of, or risk factors for acute SARS-CoV-2 infection, and had nucleic acid testing performed. To determine if SARS-CoV-2 test status was independently associated with corticosteroid administration, we used a multivariable conditional logistic regression model matched by study site to compare treatments administered based on SARS-CoV-2 test and disposition status. This analysis was repeated for the subgroup of study participants who were hospitalized. RESULTS 30.3% (3,121/10,315) of participants were SARS-CoV-2-positive. Although remdesivir was more commonly administered to SARS-CoV-2-positive children, use was infrequent (25/3120 [0.8%] vs 1/7188 [0.01%]; P = .001). Corticosteroid use was less common among SARS-CoV-2-positive children (219/3120 [7.0%] vs 759/7190 [10.6%]; P < .001). Among hospitalized children, there were no differences in provision of inotropes, respiratory support, chest drainage or extracorporeal membrane oxygenation between groups. Corticosteroid administration was associated with age, history of asthma, wheezing, study month, hospitalization and intensive care unit admission; it was not associated with a positive SARS-CoV-2 test result overall (aOR: 0.91; 95%CI: 0.74, 1.12) or among the subgroup of those hospitalized (aOR: 1.04; 95%CI: 0.75, 1.44). CONCLUSIONS Few disease-specific treatments are provided to SARS-CoV-2-positive children; clinical trials evaluating therapies in children are urgently needed.
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Affiliation(s)
- Stephen B. Freedman
- Divisions of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine (SB Freedman), University of Calgary, Calgary, Canada,Address correspondence to Stephen Freedman MDCM, MSc, Alberta Children's Hospital Foundation Professor in Child Health and Wellness, Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics (N Kuppermann), University of California (UC), Davis School of Medicine, and UC Davis Health, Sacramento, Calif
| | - Anna L. Funk
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine (AL Funk, K Kim, and J Xie), University of Calgary, Calgary, Canada
| | - Kelly Kim
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine (AL Funk, K Kim, and J Xie), University of Calgary, Calgary, Canada
| | - Jianling Xie
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cumming School of Medicine (AL Funk, K Kim, and J Xie), University of Calgary, Calgary, Canada
| | - Daniel Tancredi
- Department of Pediatrics (D Tancredi), UC Davis School of Medicine, Sacramento, Calif
| | - Stuart R. Dalziel
- Departments of Surgery and Paediatrics, Child and Youth Health, The University of Auckland and Children's Emergency Department (SR Dalziel), Starship Children's Hospital, Auckland, New Zealand
| | - Mark I. Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Department of Pediatrics (MI Neuman), Harvard Medical School, Boston, Mass
| | - Santiago Mintegi
- Pediatric Emergency Department (S Mintegi), Biocruces Bizkaia Health Research Institute, Hospital Universitario Cruces, University of the Basque Country, UPV/EHU, Bilbao, Spain
| | - Amy C. Plint
- Departments of Pediatrics and Emergency Medicine (AC Plint), University of Ottawa and Division of Emergency Medicine, Children's Hospital of Eastern Ontario, Ottawa, Canada
| | - Jessica Gómez-Vargas
- Emergency Department (J Gómez-Vargas), Hospital Nacional de Niños Dr. Carlos Sáenz Herrera, CCSS, San José, Costa Rica
| | - Yaron Finkelstein
- Divisions of Emergency Medicine, and Clinical Pharmacology and Toxicology, Department of Pediatrics (Y Finkelstein), Hospital for Sick Children, Toronto, Canada
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics (L Ambroggio), University of Colorado, Denver, Colo
| | - Terry P. Klassen
- Children's Hospital Research Institute of Manitoba and Department of Pediatrics and Child Health (TP Klassen), University of Manitoba, Winnipeg, Canada
| | - Marina Salvadori
- Public Health Agency of Canada, Division of Infectious Diseases, Department of Pediatrics McGill University (M Salvadori), Montreal, Canada
| | - Richard Malley
- Division of Infectious Diseases (R Malley), Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, Mass
| | - Daniel C. Payne
- Centers for Disease Control and Prevention (DC Payne), Atlanta, United States
| | - Todd A. Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics (TA Florin), Northwestern University Feinberg School of Medicine, Chicago, Ill,Address correspondence to Todd Florin MD, MSCE, Northwestern University Feinberg School of Medicine, 225 E. Chicago Ave, Chicago, Il 60611
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Abstract
BACKGROUND Chest radiographs (CXRs) are frequently used in the diagnosis of community-acquired pneumonia (CAP). We sought to construct a predictive model for radiographic CAP based on clinical features to decrease CXR use. METHODS We performed a single-center prospective study of patients 3 months to 18 years of age with signs of lower respiratory infection who received a CXR for suspicion of CAP. We used penalized multivariable logistic regression to develop a full model and bootstrapped backward selection models to develop a parsimonious reduced model. We evaluated model performance at different thresholds of predicted risk. RESULTS Radiographic CAP was identified in 253 (22.2%) of 1142 patients. In multivariable analysis, increasing age, prolonged fever duration, tachypnea, and focal decreased breath sounds were positively associated with CAP. Rhinorrhea and wheezing were negatively associated with CAP. The bootstrapped reduced model retained 3 variables: age, fever duration, and decreased breath sounds. The area under the receiver operating characteristic for the reduced model was 0.80 (95% confidence interval: 0.77-0.84). Of 229 children with a predicted risk of <4%, 13 (5.7%) had radiographic CAP (sensitivity of 94.9% at a 4% risk threshold). Conversely, of 229 children with a predicted risk of >39%, 140 (61.1%) had CAP (specificity of 90% at a 39% risk threshold). CONCLUSIONS A predictive model including age, fever duration, and decreased breath sounds has excellent discrimination for radiographic CAP. After external validation, this model may facilitate decisions around CXR or antibiotic use in CAP.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois,Address correspondence to Sriram Ramgopal, MD, Division of Pediatric Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E Chicago Ave, Box 62, Chicago, IL 60611. E-mail:
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Aurora, Colorado
| | - Douglas Lorenz
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, Kentucky
| | | | - Richard M. Ruddy
- Emergency Medicine, Cincinnati Children’s Hospital Medical Center and College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Todd A. Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Natarajan E, Florin TA, Constantinou C, Aronson PL. What Is the Role of Shared Decision-Making With Parents of Children With Bronchiolitis? Hosp Pediatr 2022; 12:e50-e53. [PMID: 34972216 PMCID: PMC9667985 DOI: 10.1542/hpeds.2021-006245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Eesha Natarajan
- Pediatric Residency Program, Department of Pediatrics,Address correspondence to Eesha Natarajan, MBBS, Department of Pediatrics, Yale New Haven Hospital, 1 Park St, West Pavilion, 7th floor, New Haven, CT 06504. E-mail:
| | - Todd A. Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children’s Hospital of Chicago and Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Christina Constantinou
- Section of Pediatric Emergency Medicine, Departments of Pediatrics and of Emergency Medicine, School of Medicine, Yale University, New Haven, Connecticut
| | - Paul L. Aronson
- Section of Pediatric Emergency Medicine, Departments of Pediatrics and of Emergency Medicine, School of Medicine, Yale University, New Haven, Connecticut
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Florin TA. Differentiating Bacterial From Viral Etiologies in Pediatric Community-Acquired Pneumonia: The Quest for the Holy Grail Continues. J Pediatric Infect Dis Soc 2021; 10:1047-1050. [PMID: 34363084 DOI: 10.1093/jpids/piab034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 04/28/2021] [Indexed: 11/13/2022]
Affiliation(s)
- Todd A Florin
- Department of Pediatrics, Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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Sayegh R, Yun KW, Xu Z, Wallihan R, Marzec S, Leber A, Everhart K, Cohen DM, Desai AP, Alter SJ, Ambroggio L, Florin TA, Keaton M, Mertz S, Shah SS, Ruddy R, Jones D, El-assal O, Mejias A, Ramilo O. 999. Nasal Mucosal Cytokines: Potential Biomarkers for Pediatric Pneumonia Severity and Etiology. Open Forum Infect Dis 2021. [PMCID: PMC8644307 DOI: 10.1093/ofid/ofab466.1193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Community acquired pneumonia (CAP) is a leading cause of mortality in children < 5 years, but our understanding of disease pathogenesis remains limited. The objective of this study was to define the local host immune response in the respiratory tract by measuring nasal mucosal cytokine (NMC) concentrations (conc.). We hypothesized that NMC represent a potential biomarker to help assessing disease severity and pathogen classification.
Methods
We leveraged nasopharyngeal (NP) samples and clinical data from an observational multicenter study [Children’s Hospital’s Initiative for Research in Pneumonia (CHIRP)] conducted between 2015 and 2018. We measured conc. of 92 NMC using the Olink immunoassay. NMC conc. were compared by severity-defined by need for hospitalization, mild (outpatient) and severe (inpatient), and by identified pathogen using Mann-Whitney U test.
Results
This substudy included 182 children with CAP (mild=61; severe=121) and 30 healthy controls (HC). The pathogens identified included: 101 viruses; 32 bacteria (pyogenic=10; atypical=22); 12 with >1 pathogen; and 37 with no pathogen. Children with severe CAP had greater CCL23 and MCP-3 conc. than those with mild disease (p=0.012; p=0.011 respectively). When comparing NMC profiles of children with CAP of viral and bacterial etiology, the viral group had greater conc. of proinflammatory cytokines IL-6 and TNF, (p=0.0002; p=0.0098 respectively). Further subgroup analysis showed that CAP secondary to influenza virus had greater conc. of IL-6, TNF, and antiviral INF-γ and IP-10 compared with CAP caused by pyogenic bacteria. IL-6 and MCP1-4 were significantly increased in the influenza group compared to the atypical bacteria group.
Quantification of NMC in children with CAP based on disease severity
NMC
nasal mucosal cytokine; CAP: community acquired pneumonia; NPX: normalized protein expression, arbitrary unit used in Olink assay that is log 2 scale. Mann-Whitney test was used to determine differences between mild and severe pneumonia
Quantification of NMC in children with CAP based on pathogen classification
NMC: nasal mucosal cytokine; CAP: community acquired pneumonia; NPX: normalized protein expression, arbitrary unit used in Olink assay that is log 2 scale. Mann-Whitney test was used to determine differences between bacterial CAP and viral CAP.
Conclusion
Children with severe CAP had higher monocyte chemoattractant NMC conc. than children with mild disease. Children with viral CAP, particularly influenza, had a more robust mucosal response including both proinflammatory and antiviral NMC than children with bacterial CAP. These findings show differences in NMC conc. based on etiology and disease severity. Further studies are needed to determine whether NMC are reliable predictive biomarkers of CAP etiology and severity.
Disclosures
Lilliam Ambroggio, PhD, MPH, Pfizer Inc (Grant/Research Support) Asuncion Mejias, MD, PhD, MsCS, Janssen (Grant/Research Support, Advisor or Review Panel member)Merck (Grant/Research Support, Advisor or Review Panel member)Roche (Advisor or Review Panel member)Sanofi (Advisor or Review Panel member) Octavio Ramilo, MD, Adagio (Consultant)Bill & Melinda Gates Foundation (Grant/Research Support)Janssen (Grant/Research Support)Lilly (Consultant)Merck (Consultant, Grant/Research Support)NIH (Grant/Research Support)Pfizer (Consultant)SANOFI (Board Member)
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Affiliation(s)
| | - Ki Wook Yun
- Seoul National University College of medicine, Seoul
| | - Zhaohui Xu
- Nationwide Children’s Hospital, Columbus, Ohio
| | | | | | - Amy Leber
- Nationwide Children’s Hospital, Columbus, Ohio
| | | | | | - Ankita P Desai
- University Hospitals/Rainbow Babies and Children’s Hospital, Cleveland, OH
| | | | | | - Todd A Florin
- Ann & Robert H Lurie Children’s Hospital of Chicago, Chicago, IL
| | | | - Sara Mertz
- Nationwide Children’s Hospital, Columbus, Ohio
| | - Samir S Shah
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Richard Ruddy
- University of Cincinnati College of Medicine, Cincinnati, Ohio
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Lipshaw MJ, Florin TA, Krueger S, Belsky MA, Epperson T, Crotty EJ, Lipscomb J, Jacobs J, Rattan MS, Ruddy RM, Shah SS, Ambroggio L. Factors Associated With Antibiotic Prescribing and Outcomes for Pediatric Pneumonia in the Emergency Department. Pediatr Emerg Care 2021; 37:e1033-e1038. [PMID: 31290801 PMCID: PMC6946906 DOI: 10.1097/pec.0000000000001892] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES Chest radiographs (CXRs) are often performed in children with respiratory illness to inform the decision to prescribe antibiotics. Our objective was to determine the factors associated with clinicians' plans to treat with antibiotics prior to knowledge of CXR results and the associations between preradiograph plans with antibiotic prescription and return to medical care. METHODS Previously healthy children aged 3 months to 18 years with a CXR for suspected pneumonia were enrolled in a prospective cohort study in the emergency department. Our primary outcomes were antibiotic prescription or administration in the emergency department and medical care sought within 7 to 15 days after discharge. Inverse probability treatment weighting was used to limit bias due to treatment selection. Inverse probability treatment weighting was included in a logistic regression model estimating the association between the intention to give antibiotics and outcomes. RESULTS Providers planned to prescribe antibiotics prior to CXR in 68 children (34.9%). There was no difference in the presence of radiographic pneumonia between those with and without a plan for antibiotics. Children who had a plan for antibiotics were more likely to receive antibiotics than those without (odds ratio [OR], 6.39; 95% confidence interval [CI], 3.7-11.0). This association was stronger than the association between radiographic pneumonia and antibiotic receipt (OR, 3.49; 95% CI, 1.98-6.14). Children prescribed antibiotics were more likely to seek care after discharge than children who were not (OR, 1.85; 95% CI, 1.13-3.05). CONCLUSIONS Intention to prescribe antibiotics based on clinical impression was the strongest predictor of antibiotic prescription in our study. Prescribing antibiotics may lead to subsequent medical care after controlling for radiographic pneumonia.
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Affiliation(s)
- Matthew J Lipshaw
- From the Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Todd A Florin
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Sara Krueger
- Department of Pediatrics, University of Cincinnati College of Medicine
| | - Michael A Belsky
- Department of Pediatrics, University of Cincinnati College of Medicine
| | - Thomas Epperson
- Department of Pediatrics, University of Cincinnati College of Medicine
| | | | | | | | | | | | | | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Denver, CO
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Antoon JW, Hall M, Herndon A, Johnson DP, Brown CM, Browning WL, Florin TA, Howard LM, Grijalva CG, Williams DJ. Prevalence, Risk Factors, and Outcomes of Influenza-Associated Neurologic Complications in Children. J Pediatr 2021; 239:32-38.e5. [PMID: 34216629 PMCID: PMC8604779 DOI: 10.1016/j.jpeds.2021.06.075] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/01/2021] [Accepted: 06/28/2021] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To determine the frequency of neurologic complications associated with influenza in hospitalized children. STUD DESIGN We performed a cross-sectional study of children (2 months through 17 years of age) with influenza discharged from 49 children's hospitals in the Pediatric Health Information System during the influenza seasons of 2015-2020. Neurologic complications were defined as encephalopathy, encephalitis, aseptic meningitis, febrile seizure, nonfebrile seizure, brain abscess and bacterial meningitis, Reye syndrome, and cerebral infarction. We assessed length of stay (LOS), intensive care unit (ICU) admission, ICU LOS, 30-day hospital readmissions, deaths, and hospital costs associated with these events. Patient-level risk factors associated with neurologic complications were identified using multivariable logistic regression. RESULTS Of 29 676 children hospitalized with influenza, 2246 (7.6%) had a concurrent diagnosis of a neurologic complication; the most frequent were febrile seizures (5.0%), encephalopathy (1.7%), and nonfebrile seizures (1.2%). Hospital LOS, ICU admission, ICU LOS, deaths, and hospital costs were greater in children with neurologic complications compared with those without complications. Risk factors associated with neurologic complications included male sex (aOR 1.1, 95% CI 1.02-1.21), Asian race/ethnicity (aOR 1.7, 95% CI 1.4-2.1) (compared with non-Hispanic White), and the presence of a chronic neurologic condition (aOR 3.7, 95% CI 3.1-4.2). CONCLUSIONS Neurologic complications are common in children hospitalized with influenza, especially among those with chronic neurologic conditions, and are associated with worse outcomes compared with children without neurologic complications. These findings emphasize the strategic importance of influenza immunization and treatment, especially in high-risk populations.
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Affiliation(s)
- James W Antoon
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN.
| | - Matt Hall
- Children's Hospital Association, Lenexa, KS
| | - Alison Herndon
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
| | - David P Johnson
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
| | - Charlotte M Brown
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
| | - Whitney L Browning
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago & Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Leigh M Howard
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN
| | - Derek J Williams
- Monroe Carell Jr Children's Hospital at Vanderbilt, Nashville, TN; Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN
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Abstract
OBJECTIVES Although community-acquired pneumonia (CAP) is one of the most common infections in children, no standardized risk classification exists to guide management. The objective of this study was to develop expert consensus for factors associated with various degrees of disease severity in pediatric CAP. METHODS Using a web-based classical Delphi process, a multidisciplinary panel of 10 childhood pneumonia experts rated the degree of severity (mild, moderate, or severe) of clinical, radiographic, and laboratory factors, as well as outcomes relevant to pediatric pneumonia. Round 1 was open-ended, with panelists freely stating all characteristics they felt determined pneumonia severity. In rounds 2 to 4, panelists used a 9-point Likert scale (1-3, mild; 4-6, moderate; 7-9, severe) to rate severity for each item. Consensus was defined as 70% or greater agreement in ranking mild, moderate, or severe. RESULTS Panelists identified 318 factors or outcomes in round 1; the panel reached consensus for 286 (90%). The majority of items without consensus straddled levels of severity (eg, mild-moderate). Notable clinical factors with consensus included age, oxygen saturation, age-based respiratory rate, and gestational age. Severity classification consensus was also reached for specific imaging and laboratory findings. Need for and duration of hospitalization, supplemental oxygen/respiratory support, and intravenous fluids/medications were considered important outcomes in classifying severity. CONCLUSIONS This study presents factors deemed important for risk stratification in pediatric CAP by consensus of a multidisciplinary expert panel. This initial step toward identifying and formalizing severity criteria for CAP informs critical knowledge gaps and can be leveraged in future development of clinically meaningful risk stratification scores.
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Affiliation(s)
- Preston Dean
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center
| | - Daniel Schumacher
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Todd A. Florin
- Division of Emergency Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago
- Department of Pediatrics, North-western University Feinberg School of Medicine, Chicago, IL
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Goenka PK, Hall M, Shah SS, Florin TA, Leone N, Narayanan S, Ishman S, Gill P, Liewehr S, Palumbo N, McGeechan S, Mestre M, Parikh K. Corticosteroids in the Treatment of Pediatric Retropharyngeal and Parapharyngeal Abscesses. Pediatrics 2021; 148:peds.2020-037010. [PMID: 34697219 DOI: 10.1542/peds.2020-037010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/23/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Treatment of retropharyngeal abscesses (RPAs) and parapharyngeal abscesses (PPAs) includes antibiotics, with possible surgical drainage. Although corticosteroids may decrease inflammation, their role in the management of RPAs and PPAs is unclear. We evaluated the association of corticosteroid administration as part of initial medical management on drainage rates and length of stay for children admitted with RPAs and PPAs. METHODS We conducted a retrospective study using administrative data of children aged 2 months to 8 years discharged with RPAs and PPAs from 2016 to 2019. Exposure was defined as systemic corticosteroids administered as part of initial management. Primary outcome was surgical drainage. Bivariate comparisons were made between patients in the corticosteroid and noncorticosteroid groups by using Wilcoxon rank or χ2 tests. Outcomes were modeled by using generalized linear mixed-effects models. RESULTS Of the 2259 patients with RPAs and PPAs, 1677 (74.2%) were in the noncorticosteroid group and 582 (25.8%) were in the corticosteroid group. There were no significant differences in age, sex, or insurance status. There was a lower rate of drainage in the corticosteroid cohort (odds ratio: 0.28; confidence interval: 0.22-0.36). Patients in this group were more likely to have repeat computed tomography imaging performed, had lower hospital costs, and were less likely to have opioid medications administered. The corticosteroid cohort had a higher 7-day emergency department revisit rate, but there was no difference in length of stay (rate ratio 0.97; confidence interval: 0.92-1.02). CONCLUSIONS Corticosteroids were associated with lower odds of surgical drainage among children with RPAs and PPAs.
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Affiliation(s)
- Pratichi K Goenka
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Cohen Children's Medical Center-Northwell Health and Zucker School of Medicine at Hofstra/Northwell, Hofstra University, New Hyde Park, New York
| | - Matthew Hall
- Children's Hospital Association, Overland Park, Kansas
| | - Samir S Shah
- Division of Hospital Medicine and Department of Pediatrics
| | - Todd A Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago and Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Nicole Leone
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Cohen Children's Medical Center-Northwell Health and Zucker School of Medicine at Hofstra/Northwell, Hofstra University, New Hyde Park, New York
| | - Sridaran Narayanan
- Division of Hospital Medicine, Department of Pediatrics, Children's National Medical Center and School of Medicine, George Washington University, Washington, District of Columbia
| | - Stacey Ishman
- Division of Pediatric Otolaryngology-Head and Neck Surgery, College of Medicine, University of Cincinnati and Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Peter Gill
- Division of Paediatric Medicine, The Hospital for Sick Children and University of Toronto, Toronto, Ontario
| | - Sheila Liewehr
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Cohen Children's Medical Center-Northwell Health and Zucker School of Medicine at Hofstra/Northwell, Hofstra University, New Hyde Park, New York
| | - Nancy Palumbo
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Cohen Children's Medical Center-Northwell Health and Zucker School of Medicine at Hofstra/Northwell, Hofstra University, New Hyde Park, New York
| | - Stacy McGeechan
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Cohen Children's Medical Center-Northwell Health and Zucker School of Medicine at Hofstra/Northwell, Hofstra University, New Hyde Park, New York
| | - Marcos Mestre
- Division of Pediatric Hospital Medicine, Nicklaus Children's Hospital, Miami, Florida
| | - Kavita Parikh
- Division of Hospital Medicine, Department of Pediatrics, Children's National Medical Center and School of Medicine, George Washington University, Washington, District of Columbia
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Abstract
Abstract
Procalcitonin (PCT) is a useful, albeit imperfect, diagnostic aid that can help clinicians make more informed decisions around antibiotic use in children with lower respiratory tract infections (LRTI), including community-acquired pneumonia (CAP). Recent data suggest that a very low PCT concentration has a high negative predictive value to identify a population of children at low risk of typical bacterial infections. Although the preponderance of data on the clinical utility of PCT in LRTI come from adult studies, the potential for benefit is likely greatest in paediatric CAP and other LRTIs where viral aetiologies predominate, yet antibiotics are frequently prescribed.
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Affiliation(s)
- Todd A Florin
- Department of Pediatrics, Northwestern University Feinberg School of Medicine and Division of Pediatric Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Derek J Williams
- Department of Pediatrics, Vanderbilt University School of Medicine and Division of Hospital Medicine, Monroe Carell Jr. Children’s Hospital at Vanderbilt, Nashville, TN, USA
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Abstract
OBJECTIVES The objective of this study was to determine emergency department (ED) physician adherence with the 2011 Pediatric Infectious Diseases Society (PIDS) and Infectious Diseases Society of America (IDSA) guidelines for outpatient management of children with mild-to-moderate community-acquired pneumonia (CAP). METHODS A cross-sectional survey of physicians on the American Academy of Pediatrics Section on Emergency Medicine Survey listserv was conducted. We evaluated ED physicians' reported adherence with the PIDS/IDSA guidelines through presentation of 4 clinical vignettes representing mild-to-moderate CAP of presumed viral (preschool-aged child), bacterial (preschool and school-aged child), and atypical bacterial (school-aged child) etiology. RESULTS Of 120 respondents with analyzable data (31.4% response rate), use of chest radiograph (CXR) was nonadherent to the guidelines in greater than 50% of respondents for each of the 4 vignettes. Pediatric emergency medicine fellowship training was independently associated with increased CXR use in all vignettes, except for school-aged children with bacterial CAP. Guideline-recommended amoxicillin was selected to treat bacterial CAP by 91.7% of the respondents for preschool-aged children and by 75.8% for school-aged children. Macrolide monotherapy for atypical CAP was appropriately selected by 88.2% and was associated with obtaining a CXR (adjusted odds ratio, 3.9 [95% confidence interval, 1.4-11.1]). Guideline-adherent antibiotic use for all vignettes was independently associated with congruence between respondent's presumed diagnosis and the vignette's intended etiologic diagnosis. CONCLUSIONS Reported ED CXR use in the management of outpatient CAP was often nonadherent to the PIDS/IDSA guidelines. Most respondents were adherent to the guidelines in their use of antibiotics. Strategies to increase diagnostic test accuracy are needed to improve adherence and reduce variation in care.
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Affiliation(s)
- Son H McLaren
- From the Morgan Stanley Children's Hospital, College of Physicians and Surgeons, Columbia University, New York, NY
| | - Rakesh D Mistry
- Children's Hospital Colorado, School of Medicine, University of Colorado, Aurora, CO
| | - Mark I Neuman
- Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Todd A Florin
- Ann and Robert H Lurie Children's Hospital, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Peter S Dayan
- From the Morgan Stanley Children's Hospital, College of Physicians and Surgeons, Columbia University, New York, NY
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Florin TA, Ambroggio L, Brokamp C, Zhang Y, Nylen ES, Rattan M, Crotty E, Belsky MA, Krueger S, Epperson TN, Kachelmeyer A, Ruddy RM, Shah SS. Proadrenomedullin Predicts Severe Disease in Children With Suspected Community-acquired Pneumonia. Clin Infect Dis 2021; 73:e524-e530. [PMID: 32761072 DOI: 10.1093/cid/ciaa1138] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 07/31/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Proadrenomedullin (proADM), a vasodilatory peptide with antimicrobial and anti-inflammatory properties, predicts severe outcomes in adults with community-acquired pneumonia (CAP) to a greater degree than C-reactive protein and procalcitonin. We evaluated the ability of proADM to predict disease severity across a range of clinical outcomes in children with suspected CAP. METHODS We performed a prospective cohort study of children 3 months to 18 years with CAP in the emergency department. Disease severity was defined as mild (discharged home), mild-moderate (hospitalized but not moderate-severe or severe), moderate-severe (eg, hospitalized with supplemental oxygen, broadening of antibiotics, complicated pneumonia), and severe (eg, vasoactive infusions, chest drainage, severe sepsis). Outcomes were examined using proportional odds logistic regression within the cohort with suspected CAP and in a subset with radiographic CAP. RESULTS Among 369 children, median proADM increased with disease severity (mild: median [IQR], 0.53 [0.43-0.73]; mild-moderate: 0.56 [0.45-0.71]; moderate-severe: 0.61 [0.47-0.77]; severe: 0.70 [0.55-1.04] nmol/L) (P = .002). ProADM was significantly associated with increased odds of developing severe outcomes (suspected CAP: OR, 1.68; 95% CI, 1.2-2.36; radiographic CAP: OR, 2.11; 95% CI, 1.36-3.38) adjusted for age, fever duration, antibiotic use, and pathogen. ProADM had an AUC of 0.64 (95% CI, .56-.72) in those with suspected CAP and an AUC of 0.77 (95% CI, .68-.87) in radiographic CAP. CONCLUSIONS ProADM was associated with severe disease and discriminated moderately well children who developed severe disease from those who did not, particularly in radiographic CAP.
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Affiliation(s)
- Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, and Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Department of Pediatrics, University of Colorado, Aurora, Colorado, USA
| | - Cole Brokamp
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Yin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Eric S Nylen
- Department of Endocrinology, Veterans Affairs Medical Center, Washington, DC, USA
| | - Mantosh Rattan
- Department of Radiology, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Eric Crotty
- Department of Radiology, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Michael A Belsky
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Sara Krueger
- University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Thomas N Epperson
- University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Andrea Kachelmeyer
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Richard M Ruddy
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Samir S Shah
- Divisions of Hospital Medicine and Infectious Diseases, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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DesPain AW, Gutman CK, Cruz AT, Aronson PL, Chamberlain JM, Chang TP, Florin TA, Kaplan RL, Nigrovic LE, Pruitt CM, Thompson AD, Gonzalez VM, Mistry RD. Research environment and resources to support pediatric emergency medicine fellow research. AEM Educ Train 2021; 5:e10585. [PMID: 34124527 PMCID: PMC8171771 DOI: 10.1002/aet2.10585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 01/21/2021] [Accepted: 02/08/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND There is a need for pediatric emergency medicine (PEM) researchers, but the current state of PEM fellow research training is not well described. We sought to (1) describe resources and gaps in PEM fellowship research training and (2) assess agreement between fellow and program director (PD) perceptions of these in fellow research experience. METHODS Surveys were distributed electronically to U.S. PEM fellows and PDs from March to April 2020. Fellows and PDs were queried on program research infrastructure and current gaps in fellow research experience. For programs that had at least one fellow and PD response, each fellow response was compared to their PD's corresponding response (reference standard). For each binary survey item, we determined the percent of responses with agreement between the fellow and PD. RESULTS Of 79 fellowship programs, 70 (89%) were represented with at least one response, including responses from 59 PDs (75%) and 218 fellows (39% of all fellows, representing 80% of programs). Fellows and PDs identified mentorship and faculty engagement as the most important needs for successful fellowship research; for every one fellow there was a median of 0.8 potential faculty mentors in the division. Twenty percent of fellows were not satisfied with mentorship opportunities. There was no association between fellow career research intent (high, defined as ≥20% dedicated time, or low) with current year of training (p = 0.88), program size (p = 0.67), and area of research focus (p = 0.40). Fellows were often unaware of research being performed by division faculty. CONCLUSION PEM fellows were not consistently aware of resources available to support research training. To better support PEM fellows' research training, many programs may need to expand mentorship and increase fellows' awareness of local and external resources and opportunities.
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Affiliation(s)
- Angelica W. DesPain
- Division of Emergency MedicineChildren’s National HospitalThe George Washington University School of MedicineWashingtonDCUSA
| | - Colleen K. Gutman
- Department of Emergency MedicineUniversity of Florida College of MedicineGainesvilleFloridaUSA
| | - Andrea T. Cruz
- Sections of Emergency Medicine & Infectious DiseasesDepartment of PediatricsBaylor College of MedicineHoustonTexasUSA
| | - Paul L. Aronson
- Section of Pediatric Emergency MedicineDepartments of Pediatrics and Emergency MedicineYale School of MedicineNew HavenConnecticutUSA
| | - James M. Chamberlain
- Division of Emergency MedicineChildren’s National HospitalThe George Washington University School of MedicineWashingtonDCUSA
| | - Todd P. Chang
- Division of Emergency Medicine & TransportChildren’s Hospital Los Angeles/University of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Todd A. Florin
- Division of Emergency MedicineAnn and Robert H. Lurie Children’s Hospital of ChicagoDepartment of PediatricsNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Ron L. Kaplan
- Department of PediatricsDivision of Emergency MedicineUniversity of Washington School of MedicineSeattle Children’s HospitalSeattleWashingtonUSA
| | - Lise E. Nigrovic
- Division of Emergency MedicineBoston Children’s HospitalBostonMassachusettsUSA
| | - Christopher M. Pruitt
- Department of PediatricsMedical University of South CarolinaCharlestonSouth CarolinaUSA
| | - Amy D. Thompson
- Department of PediatricsDivision of Emergency MedicineSydney Kimmel Medical College of Thomas Jefferson UniversityNemours/Alfred I duPont Hospital for ChildrenWilmingtonDelawareUSA
| | - Victor M. Gonzalez
- Section of Emergency MedicineDepartment of PediatricsBaylor College of MedicineHoustonTexasUSA
| | - Rakesh D. Mistry
- Section of Emergency MedicineChildren's Hospital ColoradoAuroraColoradoUSA
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Lipshaw MJ, Florin TA. "Don't Just Do Something, Stand There": Embracing Deimplementation of Bronchiolitis Therapeutics. Pediatrics 2021; 147:peds.2020-048645. [PMID: 33893228 DOI: 10.1542/peds.2020-048645] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/11/2021] [Indexed: 11/24/2022] Open
Affiliation(s)
- Matthew J Lipshaw
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Gao HM, Ambroggio L, Shah SS, Ruddy RM, Florin TA. Predictive Value of Clinician "Gestalt" in Pediatric Community-Acquired Pneumonia. Pediatrics 2021; 147:peds.2020-041582. [PMID: 33903161 PMCID: PMC8086001 DOI: 10.1542/peds.2020-041582] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/13/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Validated prognostic tools for pediatric community-acquired pneumonia (CAP) do not exist. Thus, clinicians rely on "gestalt" in management decisions for children with CAP. We sought to determine the ability of clinician gestalt to predict severe outcomes. METHODS We performed a prospective cohort study of children 3 months to 18 years old presenting to a pediatric emergency department (ED) with lower respiratory infection and receiving a chest radiograph for suspected CAP from 2013 to 2017. Clinicians reported the probability that the patient would develop severe complications of CAP (defined as respiratory failure, empyema or effusion, lung abscess or necrosis, metastatic infection, sepsis or septic shock, or death). The primary outcome was development of severe complications. RESULTS Of 634 children, 37 (5.8%) developed severe complications. Of children developing severe complications after the ED visit, 62.1% were predicted as having <10% risk by the ED clinician. Sensitivity was >90% at the <1% predicted risk threshold, whereas specificity was >90% at the 10% risk threshold. Gestalt performance was poor in the low-intermediate predicted risk category (1%-10%). Clinicians had only fair ability to discriminate children developing complications from those who did not (area under the receiver operator characteristic curve 0.747), with worse performance from less experienced clinicians (area under the receiver operator characteristic curve 0.693). CONCLUSIONS Clinicians have only fair ability to discriminate children with CAP who develop severe complications from those who do not. Clinician gestalt performs best at very low or higher predicted risk thresholds, yet many children fall in the low-moderate predicted risk range in which clinician gestalt is limited. Evidence-based prognostic tools likely can improve on clinician gestalt, particularly when risk is low-moderate.
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Affiliation(s)
- Hans M. Gao
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, Colorado
| | - Samir S. Shah
- Divisions of Hospital Medicine and Infectious Diseases and
| | - Richard M. Ruddy
- Emergency Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and College of Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Todd A. Florin
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois;,Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
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Antoon JW, Williams DJ, Thurm C, Bendel-Stenzel M, Spaulding AB, Teufel RJ, Reyes MA, Shah SS, Kenyon CC, Hersh AL, Florin TA, Grijalva CG. The COVID-19 Pandemic and Changes in Healthcare Utilization for Pediatric Respiratory and Nonrespiratory Illnesses in the United States. J Hosp Med 2021; 16:294-297. [PMID: 33734976 PMCID: PMC8086992 DOI: 10.12788/jhm.3608] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 02/09/2021] [Indexed: 12/15/2022]
Abstract
The impact of COVID-19 public health interventions on pediatric illnesses nationwide is unknown. We performed a multicenter, cross-sectional study of encounters at 44 children's hospitals in the United States to assess changes in healthcare utilization during the pandemic. The COVID-19 pandemic was associated with substantial reductions in encounters for respiratory diseases; these large reductions were consistent across illness subgroups. Although encounters for nonrespiratory diseases decreased as well, reductions were more modest and varied by age. Encounters for respiratory diseases among adolescents declined to a lesser degree and returned to previous levels faster compared with those of younger children. Further study is needed to determine the contributions of decreased illness and changes in care-seeking behavior to this observed reduction.
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Affiliation(s)
- James W Antoon
- Division of Hospital Medicine, Monroe Carell Jr. Children’s Hospital at Vanderbilt and Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tennessee
- Corresponding Author: James W Antoon, MD, PhD; ; Telephone: 615-936-9211
| | - Derek J Williams
- Division of Hospital Medicine, Monroe Carell Jr. Children’s Hospital at Vanderbilt and Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Cary Thurm
- Children’s Hospital Association, Lenexa, Kansas
| | | | | | - Ronald J Teufel
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina
| | - Mario A Reyes
- Department of Pediatrics, Division of Hospital Medicine, Nicklaus Children’s Hospital, Miami, Florida
| | - Samir S Shah
- Divisions of Hospital Medicine and Infectious Diseases, Cincinnati Children’s Hospital Medical Center & Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Chén C Kenyon
- Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Adam L Hersh
- Division of Infectious Diseases, Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago & Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
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