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Derivation and Validation of the Critical Bronchiolitis Score for the PICU.

Publication ,  Journal Article
Mount, MC; Ji, X; Kattan, MW; Slain, KN; Clayton, JA; Rotta, AT; Shein, SL
Published in: Pediatr Crit Care Med
January 1, 2022

OBJECTIVES: To derive and internally validate a bronchiolitis-specific illness severity score (the Critical Bronchiolitis Score) that out-performs mortality-based illness severity scores (e.g., Pediatric Risk of Mortality) in measuring expected duration of respiratory support and PICU length of stay for critically ill children with bronchiolitis. DESIGN: Retrospective database study using the Virtual Pediatric Systems (VPS, LLC; Los Angeles, CA) database. SETTING: One-hundred twenty-eight North-American PICUs. PATIENTS: Fourteen-thousand four-hundred seven children less than 2 years old admitted to a contributing PICU with primary diagnosis of bronchiolitis and use of ICU-level respiratory support (defined as high-flow nasal cannula, noninvasive ventilation, invasive mechanical ventilation, or negative pressure ventilation) at 12 hours after PICU admission. INTERVENTIONS: Patient-level variables available at 12 hours from PICU admission, duration of ICU-level respiratory support, and PICU length of stay data were extracted for analysis. After randomly dividing the cohort into derivation and validation groups, patient-level variables that were significantly associated with the study outcomes were selected in a stepwise backward fashion for inclusion in the final score. Score performance in the validation cohort was assessed using root mean squared error and mean absolute error, and performance was compared with that of existing PICU illness severity scores. MEASUREMENTS AND MAIN RESULTS: Twelve commonly available patient-level variables were included in the Critical Bronchiolitis Score. Outcomes calculated with the score were similar to actual outcomes in the validation cohort. The Critical Bronchiolitis Score demonstrated a statistically significantly stronger association with duration of ICU-level respiratory support and PICU length of stay than mortality-based scores as measured by root mean squared error and mean absolute error. CONCLUSIONS: The Critical Bronchiolitis Score performed better than PICU mortality-based scores in measuring expected duration of ICU-level respiratory support and ICU length of stay. This score may have utility to enrich interventional trials and adjust for illness severity in observational studies in this very common PICU condition.

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Published In

Pediatr Crit Care Med

DOI

ISSN

1529-7535

Publication Date

January 1, 2022

Volume

23

Issue

1

Start / End Page

e45 / e54

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Respiration, Artificial
  • Pediatrics
  • Length of Stay
  • Intensive Care Units, Pediatric
  • Infant
  • Humans
  • Child, Preschool
  • Child
  • Bronchiolitis
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Mount, M. C., Ji, X., Kattan, M. W., Slain, K. N., Clayton, J. A., Rotta, A. T., & Shein, S. L. (2022). Derivation and Validation of the Critical Bronchiolitis Score for the PICU. Pediatr Crit Care Med, 23(1), e45–e54. https://doi.org/10.1097/PCC.0000000000002808
Mount, Michael C., Xinge Ji, Michael W. Kattan, Katherine N. Slain, Jason A. Clayton, Alexandre T. Rotta, and Steven L. Shein. “Derivation and Validation of the Critical Bronchiolitis Score for the PICU.Pediatr Crit Care Med 23, no. 1 (January 1, 2022): e45–54. https://doi.org/10.1097/PCC.0000000000002808.
Mount MC, Ji X, Kattan MW, Slain KN, Clayton JA, Rotta AT, et al. Derivation and Validation of the Critical Bronchiolitis Score for the PICU. Pediatr Crit Care Med. 2022 Jan 1;23(1):e45–54.
Mount, Michael C., et al. “Derivation and Validation of the Critical Bronchiolitis Score for the PICU.Pediatr Crit Care Med, vol. 23, no. 1, Jan. 2022, pp. e45–54. Pubmed, doi:10.1097/PCC.0000000000002808.
Mount MC, Ji X, Kattan MW, Slain KN, Clayton JA, Rotta AT, Shein SL. Derivation and Validation of the Critical Bronchiolitis Score for the PICU. Pediatr Crit Care Med. 2022 Jan 1;23(1):e45–e54.

Published In

Pediatr Crit Care Med

DOI

ISSN

1529-7535

Publication Date

January 1, 2022

Volume

23

Issue

1

Start / End Page

e45 / e54

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Respiration, Artificial
  • Pediatrics
  • Length of Stay
  • Intensive Care Units, Pediatric
  • Infant
  • Humans
  • Child, Preschool
  • Child
  • Bronchiolitis