Literature DB >> 27548818

Development and Validation of a Score to Predict Mortality in Children Undergoing Extracorporeal Membrane Oxygenation for Respiratory Failure: Pediatric Pulmonary Rescue With Extracorporeal Membrane Oxygenation Prediction Score.

David K Bailly1, Ron W Reeder, Luke A Zabrocki, Anna M Hubbard, Jacob Wilkes, Susan L Bratton, Ravi R Thiagarajan.   

Abstract

OBJECTIVE: Our objective was to develop and validate a prognostic score for predicting mortality at the time of extracorporeal membrane oxygenation initiation for children with respiratory failure. Preextracorporeal membrane oxygenation mortality prediction is important for determining center-specific risk-adjusted outcomes and counseling families.
DESIGN: Multivariable logistic regression of a large international cohort of pediatric extracorporeal membrane oxygenation patients.
SETTING: Multi-institutional data. PATIENTS: Prognostic score development: A total of 4,352 children more than 7 days to less than 18 years old, with an initial extracorporeal membrane oxygenation run for respiratory failure reported to the Extracorporeal Life Support Organization's data registry during 2001-2013 were used for derivation (70%) and validation (30%). Bidirectional stepwise logistic regression was used to identify factors associated with mortality. Retained variables were assigned a score based on the odds of mortality with higher scores indicating greater mortality. External validation was accomplished using 2,007 patients from the Pediatric Health Information System dataset.
INTERVENTIONS: None.
MEASUREMENTS AND MAIN RESULTS: The Pediatric Pulmonary Rescue with Extracorporeal Membrane Oxygenation Prediction score included mode of extracorporeal membrane oxygenation; preextracorporeal membrane oxygenation mechanical ventilation more than 14 days; preextracorporeal membrane oxygenation severity of hypoxia; primary pulmonary diagnostic categories including, asthma, aspiration, respiratory syncytial virus, sepsis-induced respiratory failure, pertussis, and "other"; and preextracorporeal membrane oxygenation comorbid conditions of cardiac arrest, cancer, renal and liver dysfunction. The area under the receiver operating characteristic curve for internal and external validation datasets were 0.69 (95% CI, 0.67-0.71) and 0.66 (95% CI, 0.63-0.69).
CONCLUSIONS: Pediatric Pulmonary Rescue with Extracorporeal Membrane Oxygenation Prediction is a validated tool for predicting in-hospital mortality among children with respiratory failure receiving extracorporeal membrane oxygenation support.

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Mesh:

Year:  2017        PMID: 27548818      PMCID: PMC5532876          DOI: 10.1097/CCM.0000000000002019

Source DB:  PubMed          Journal:  Crit Care Med        ISSN: 0090-3493            Impact factor:   7.598


  23 in total

1.  Hospital readmissions and survival after nonneonatal pediatric ECMO.

Authors:  Howard C Jen; Stephen B Shew
Journal:  Pediatrics       Date:  2010-05-17       Impact factor: 7.124

2.  Relationship between renal function and extracorporeal membrane oxygenation use: a single-center experience.

Authors:  Punkaj Gupta; Jacob Carlson; Dennis Wells; Patrick Selakovich; Michael J Robertson; Jeffrey M Gossett; Eudice E Fontenot; Matthew B Steiner
Journal:  Artif Organs       Date:  2014-10-08       Impact factor: 3.094

3.  Outcome of children who require mechanical ventilatory support after bone marrow transplantation.

Authors:  H T Keenan; S L Bratton; L D Martin; S W Crawford; N S Weiss
Journal:  Crit Care Med       Date:  2000-03       Impact factor: 7.598

4.  Increased extracorporeal membrane oxygenation center case volume is associated with improved extracorporeal membrane oxygenation survival among pediatric patients.

Authors:  Tara Karamlou; Mina Vafaeezadeh; Andrea M Parrish; Gordon A Cohen; Karl F Welke; Lester Permut; D Michael McMullan
Journal:  J Thorac Cardiovasc Surg       Date:  2012-12-14       Impact factor: 5.209

5.  Epidemiology and outcome of acute lung injury in European intensive care units. Results from the ALIVE study.

Authors:  Christian Brun-Buisson; Cosetta Minelli; Guido Bertolini; Luca Brazzi; Jorge Pimentel; Klaus Lewandowski; Julian Bion; Jacques-André Romand; Jesús Villar; Adalbjörn Thorsteinsson; Pierre Damas; Apostolos Armaganidis; François Lemaire
Journal:  Intensive Care Med       Date:  2003-10-16       Impact factor: 17.440

6.  Incidence, clinical course, and outcome in 217 patients with acute respiratory distress syndrome.

Authors:  Elisa Estenssoro; Arnaldo Dubin; Enrique Laffaire; Héctor Canales; Gabriela Sáenz; Miriam Moseinco; Mario Pozo; Alejandro Gómez; Natalio Baredes; Gustavo Jannello; Javier Osatnik
Journal:  Crit Care Med       Date:  2002-11       Impact factor: 7.598

7.  Extracorporeal life support for support of children with malignancy and respiratory or cardiac failure: The extracorporeal life support experience.

Authors:  Kenneth W Gow; Kurt F Heiss; Mark L Wulkan; Howard M Katzenstein; Eli S Rosenberg; Michael L Heard; Peter T Rycus; James D Fortenberry
Journal:  Crit Care Med       Date:  2009-04       Impact factor: 7.598

8.  Extracorporeal Life Support Organization Registry Report 2012.

Authors:  Matthew L Paden; Steven A Conrad; Peter T Rycus; Ravi R Thiagarajan
Journal:  ASAIO J       Date:  2013 May-Jun       Impact factor: 2.872

9.  Acute respiratory distress syndrome: the Berlin Definition.

Authors:  V Marco Ranieri; Gordon D Rubenfeld; B Taylor Thompson; Niall D Ferguson; Ellen Caldwell; Eddy Fan; Luigi Camporota; Arthur S Slutsky
Journal:  JAMA       Date:  2012-06-20       Impact factor: 56.272

10.  The PRESERVE mortality risk score and analysis of long-term outcomes after extracorporeal membrane oxygenation for severe acute respiratory distress syndrome.

Authors:  Matthieu Schmidt; Elie Zogheib; Hadrien Rozé; Xavier Repesse; Guillaume Lebreton; Charles-Edouard Luyt; Jean-Louis Trouillet; Nicolas Bréchot; Ania Nieszkowska; Hervé Dupont; Alexandre Ouattara; Pascal Leprince; Jean Chastre; Alain Combes
Journal:  Intensive Care Med       Date:  2013-08-02       Impact factor: 17.440

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  12 in total

1.  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

2.  Pediatric Extracorporeal Life Support Organization Registry International Report 2016.

Authors:  Ryan P Barbaro; Matthew L Paden; Yigit S Guner; Lakshmi Raman; Lindsay M Ryerson; Peta Alexander; Viviane G Nasr; Melania M Bembea; Peter T Rycus; Ravi R Thiagarajan
Journal:  ASAIO J       Date:  2017 Jul/Aug       Impact factor: 2.872

Review 3.  Extracorporeal membrane oxygenation in children receiving haematopoietic cell transplantation and immune effector cell therapy: an international and multidisciplinary consensus statement.

Authors:  Matteo Di Nardo; Ali H Ahmad; Pietro Merli; Matthew S Zinter; Leslie E Lehman; Courtney M Rowan; Marie E Steiner; Sangeeta Hingorani; Joseph R Angelo; Hisham Abdel-Azim; Sajad J Khazal; Basirat Shoberu; Jennifer McArthur; Rajinder Bajwa; Saad Ghafoor; Samir H Shah; Hitesh Sandhu; Karen Moody; Brandon D Brown; Maria E Mireles; Diana Steppan; Taylor Olson; Lakshmi Raman; Brian Bridges; Christine N Duncan; Sung Won Choi; Rita Swinford; Matt Paden; James D Fortenberry; Giles Peek; Pierre Tissieres; Daniele De Luca; Franco Locatelli; Selim Corbacioglu; Martin Kneyber; Alessio Franceschini; Simon Nadel; Matthias Kumpf; Alessandra Loreti; Roelie Wösten-Van Asperen; Orsola Gawronski; Joe Brierley; Graeme MacLaren; Kris M Mahadeo
Journal:  Lancet Child Adolesc Health       Date:  2021-12-09

4.  External validation of the Pediatric Extracorporeal Membrane Oxygenation Prediction model for risk adjusting mortality.

Authors:  David K Bailly; Jamie M Furlong-Dillard; Melissa Winder; Mark Lavering; Ryan P Barbaro; Kathleen L Meert; Susan L Bratton; Heidi Dalton; Ron W Reeder
Journal:  Perfusion       Date:  2020-08-29       Impact factor: 1.972

5.  Extracorporeal Membrane Oxygenation in Children With Cancer or Hematopoietic Cell Transplantation: Single-Center Experience in 20 Consecutive Patients.

Authors:  Jenny C Potratz; Sarah Guddorf; Martina Ahlmann; Maria Tekaat; Claudia Rossig; Heymut Omran; Katja Masjosthusmann; Andreas H Groll
Journal:  Front Oncol       Date:  2021-04-27       Impact factor: 6.244

6.  Veno-Venous Extracorporeal Membrane Oxygenation for Children With Cancer or Hematopoietic Cell Transplant: A Ten Center Cohort.

Authors:  Brian C Bridges; Todd J Kilbaugh; Ryan P Barbaro; Melania M Bembea; Ranjit S Chima; Renee M Potera; Elizabeth A Rosner; Hitesh S Sandhu; James E Slaven; Keiko M Tarquinio; Ira M Cheifetz; Courtney M Rowan; Matthew L Friedman
Journal:  ASAIO J       Date:  2021-08-01       Impact factor: 3.826

Review 7.  Extracorporeal membrane oxygenation with prone position ventilation successfully rescues infantile pertussis: a case report and literature review.

Authors:  Jingyi Shi; Chunxia Wang; Yun Cui; Yucai Zhang
Journal:  BMC Pediatr       Date:  2018-11-30       Impact factor: 2.125

8.  Impact of CRRT in Patients with PARDS Treated with VV-ECMO.

Authors:  Sébastien Redant; Océane Barbance; Ashita Tolwani; Xavier Beretta-Piccoli; Jacques Massaut; David De Bels; Fabio S Taccone; Patrick M Honoré; Dominique Biarent
Journal:  Membranes (Basel)       Date:  2021-03-11

9.  Development of the Pediatric Extracorporeal Membrane Oxygenation Prediction Model for Risk-Adjusting Mortality.

Authors:  David K Bailly; Ron W Reeder; Melissa Winder; Ryan P Barbaro; Murray M Pollack; Frank W Moler; Kathleen L Meert; Robert A Berg; Joseph Carcillo; Athena F Zuppa; Christopher Newth; John Berger; Michael J Bell; Michael J Dean; Carol Nicholson; Pamela Garcia-Filion; David Wessel; Sabrina Heidemann; Allan Doctor; Rick Harrison; Susan L Bratton; Heidi Dalton
Journal:  Pediatr Crit Care Med       Date:  2019-05       Impact factor: 3.624

Review 10.  Pediatric and neonatal extracorporeal life support: current state and continuing evolution.

Authors:  Brian P Fallon; Samir K Gadepalli; Ronald B Hirschl
Journal:  Pediatr Surg Int       Date:  2021-01-01       Impact factor: 1.827

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