Literature DB >> 27487912

A Simple and Robust Bedside Model for Mortality Risk in Pediatric Patients With Acute Respiratory Distress Syndrome.

Aaron C Spicer1, Carolyn S Calfee, Matthew S Zinter, Robinder G Khemani, Victoria P Lo, Mustafa F Alkhouli, Benjamin E Orwoll, Ana L Graciano, Juan P Boriosi, James P Howard, Heidi R Flori, Michael A Matthay, Anil Sapru.   

Abstract

OBJECTIVES: Despite declining mortality, acute respiratory distress syndrome is still involved in up to one third of pediatric intensive care deaths. The recently convened Pediatric Acute Lung Injury Consensus Conference has outlined research priorities for the field, which include the need for accurate bedside risk stratification of patients. We aimed to develop a simple yet robust model of mortality risk among pediatric patients with acute respiratory distress syndrome to facilitate the targeted application of high-risk investigational therapies and stratification for enrollment in clinical trials.
DESIGN: Prospective, multicenter cohort.
SETTING: Five academic PICUs. PATIENTS: Three hundred eight children greater than 1 month and less than or equal to 18 years old, admitted to the ICU, with bilateral infiltrates on chest radiograph and PaO2/FIO2 ratio less than 300 in the clinical absence of left atrial hypertension.
INTERVENTIONS: None.
MEASUREMENTS AND MAIN RESULTS: Twenty clinical variables were recorded in the following six categories: demographics, medical history, oxygenation, ventilation, radiographic imaging, and multiple organ dysfunction. Data were measured 0-24 and 48-72 hours after acute respiratory distress syndrome onset (day 1 and 3) and examined for associations with hospital mortality. Among 308 enrolled patients, mortality was 17%. Children with a history of cancer and/or hematopoietic stem cell transplant had higher mortality (47% vs 11%; p < 0.001). Oxygenation index, the PaO2/FIO2 ratio, extrapulmonary organ dysfunction, Pediatric Risk of Mortality-3, and positive cumulative fluid balance were each associated with mortality. Using two statistical approaches, we found that a parsimonious model of mortality risk using only oxygenation index and cancer/hematopoietic stem cell transplant history performed as well as other more complex models that required additional variables.
CONCLUSIONS: In the PICU, oxygenation index and cancer/hematopoietic stem cell transplant history can be used on acute respiratory distress syndrome day 1 or day 3 to predict hospital mortality without the need for more complex models. These findings may simplify risk assessment for clinical trials, counseling families, and high-risk interventions such as extracorporeal life support.

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Year:  2016        PMID: 27487912      PMCID: PMC5268071          DOI: 10.1097/PCC.0000000000000865

Source DB:  PubMed          Journal:  Pediatr Crit Care Med        ISSN: 1529-7535            Impact factor:   3.624


  33 in total

1.  Comparison of two fluid-management strategies in acute lung injury.

Authors:  Herbert P Wiedemann; Arthur P Wheeler; Gordon R Bernard; B Taylor Thompson; Douglas Hayden; Ben deBoisblanc; Alfred F Connors; R Duncan Hite; Andrea L Harabin
Journal:  N Engl J Med       Date:  2006-05-21       Impact factor: 91.245

2.  Comparison of the pulse oximetric saturation/fraction of inspired oxygen ratio and the PaO2/fraction of inspired oxygen ratio in children.

Authors:  Robinder G Khemani; Neal R Patel; Robert D Bart; Christopher J L Newth
Journal:  Chest       Date:  2008-11-24       Impact factor: 9.410

3.  Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support.

Authors:  Paul A Harris; Robert Taylor; Robert Thielke; Jonathon Payne; Nathaniel Gonzalez; Jose G Conde
Journal:  J Biomed Inform       Date:  2008-09-30       Impact factor: 6.317

4.  Pediatric acute respiratory distress syndrome: consensus recommendations from the Pediatric Acute Lung Injury Consensus Conference.

Authors: 
Journal:  Pediatr Crit Care Med       Date:  2015-06       Impact factor: 3.624

Review 5.  The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination.

Authors:  G R Bernard; A Artigas; K L Brigham; J Carlet; K Falke; L Hudson; M Lamy; J R Legall; A Morris; R Spragg
Journal:  Am J Respir Crit Care Med       Date:  1994-03       Impact factor: 21.405

6.  Pathobiology of acute respiratory distress syndrome.

Authors:  Anil Sapru; Heidi Flori; Michael W Quasney; Mary K Dahmer
Journal:  Pediatr Crit Care Med       Date:  2015-06       Impact factor: 3.624

7.  Fluid balance in critically ill children with acute lung injury.

Authors:  Stacey L Valentine; Anil Sapru; Renee A Higgerson; Phillip C Spinella; Heidi R Flori; Dionne A Graham; Molly Brett; Maureen Convery; LeeAnn M Christie; Laurie Karamessinis; Adrienne G Randolph
Journal:  Crit Care Med       Date:  2012-10       Impact factor: 7.598

8.  Pediatric Acute Lung Injury Epidemiology and Natural History study: Incidence and outcome of the acute respiratory distress syndrome in children.

Authors:  Yolanda López-Fernández; Amelia Martínez-de Azagra; Pedro de la Oliva; Vicent Modesto; Juan I Sánchez; Julio Parrilla; María José Arroyo; Susana Beatriz Reyes; Martí Pons-Ódena; Jesús López-Herce; Rosa Lidia Fernández; Robert M Kacmarek; Jesús Villar
Journal:  Crit Care Med       Date:  2012-12       Impact factor: 7.598

9.  Incidence, management and mortality of acute hypoxemic respiratory failure and acute respiratory distress syndrome from a prospective study of Chinese paediatric intensive care network.

Authors:  X Hu; S Qian; F Xu; B Huang; D Zhou; Y Wang; C Li; X Fan; Z Lu; B Sun
Journal:  Acta Paediatr       Date:  2010-01-21       Impact factor: 2.299

10.  Acute lung injury in pediatric intensive care in Australia and New Zealand: a prospective, multicenter, observational study.

Authors:  Simon Erickson; Andreas Schibler; Andrew Numa; Gabrielle Nuthall; Michael Yung; Elaine Pascoe; Barry Wilkins
Journal:  Pediatr Crit Care Med       Date:  2007-07       Impact factor: 3.624

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  18 in total

1.  Positive Cumulative Fluid Balance Is Associated With Mortality in Pediatric Acute Respiratory Distress Syndrome in the Setting of Acute Kidney Injury.

Authors:  Matt S Zinter; Aaron C Spicer; Kathleen D Liu; Benjamin E Orwoll; Mustafa F Alkhouli; Paul R Brakeman; Carolyn S Calfee; Michael A Matthay; Anil Sapru
Journal:  Pediatr Crit Care Med       Date:  2019-04       Impact factor: 3.624

2.  Intensive Care Mortality Prognostic Model for Pediatric Pulmonary Hypertension.

Authors:  Emily Morell Balkin; Matt S Zinter; Satish K Rajagopal; Roberta L Keller; Jeffrey R Fineman; Martina A Steurer
Journal:  Pediatr Crit Care Med       Date:  2018-08       Impact factor: 3.624

Review 3.  Sepsis and Pediatric Acute Respiratory Distress Syndrome.

Authors:  Nadir Yehya; Neal J Thomas
Journal:  J Pediatr Intensive Care       Date:  2018-12-10

Review 4.  Biomarkers in pediatric acute respiratory distress syndrome.

Authors:  Erin F Carlton; Heidi R Flori
Journal:  Ann Transl Med       Date:  2019-10

5.  Subtypes of pediatric acute respiratory distress syndrome have different predictors of mortality.

Authors:  Nadir Yehya; Garrett Keim; Neal J Thomas
Journal:  Intensive Care Med       Date:  2018-07-03       Impact factor: 17.440

6.  Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data.

Authors:  Emilia Apostolova; Amit Uppal; Jessica E Galarraga; Ioannis Koutroulis; Tim Tschampel; Tony Wang; Tom Velez
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

7.  Adaptation of a Biomarker-Based Sepsis Mortality Risk Stratification Tool for Pediatric Acute Respiratory Distress Syndrome.

Authors:  Nadir Yehya; Hector R Wong
Journal:  Crit Care Med       Date:  2018-01       Impact factor: 7.598

8.  RBC Transfusions Are Associated With Prolonged Mechanical Ventilation in Pediatric Acute Respiratory Distress Syndrome.

Authors:  Michael E Zubrow; Neal J Thomas; David F Friedman; Nadir Yehya
Journal:  Pediatr Crit Care Med       Date:  2018-02       Impact factor: 3.624

9.  Incorporating Inflammation into Mortality Risk in Pediatric Acute Respiratory Distress Syndrome.

Authors:  Matt S Zinter; Benjamin E Orwoll; Aaron C Spicer; Mustafa F Alkhouli; Carolyn S Calfee; Michael A Matthay; Anil Sapru
Journal:  Crit Care Med       Date:  2017-05       Impact factor: 9.296

10.  Early Plasma Matrix Metalloproteinase Profiles. A Novel Pathway in Pediatric Acute Respiratory Distress Syndrome.

Authors:  Matt S Zinter; Kevin L Delucchi; Michele Y Kong; Benjamin E Orwoll; Aaron S Spicer; Michelle J Lim; Mustafa F Alkhouli; Anna E Ratiu; Anne V McKenzie; Patrick S McQuillen; Christopher C Dvorak; Carolyn S Calfee; Michael A Matthay; Anil Sapru
Journal:  Am J Respir Crit Care Med       Date:  2019-01-15       Impact factor: 30.528

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