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Near-Infrared-Based Cerebral Oximetry for Prediction of Severe Acute Kidney Injury in Critically Ill Children After Cardiac Surgery
- Source :
- Critical Care Explorations
- Publication Year :
- 2019
-
Abstract
- Supplemental Digital Content is available in the text.<br />Objectives: Cerebral oximetry by near-infrared spectroscopy is used frequently in critically ill children but guidelines on its use for decision making in the PICU are lacking. We investigated cerebral near-infrared spectroscopy oximetry in its ability to predict severe acute kidney injury after pediatric cardiac surgery and assessed its additional predictive value to routinely collected data. Design: Prospective observational study. The cerebral oximeter was blinded to clinicians. Setting: Twelve-bed tertiary PICU, University Hospitals Leuven, Belgium, between October 2012 and November 2015. Patients: Critically ill children with congenital heart disease, younger than 12 years old, were monitored with cerebral near-infrared spectroscopy oximetry from PICU admission until they were successfully weaned off mechanical ventilation. Interventions: None. Measurements and Main Results: The primary outcome was prediction of severe acute kidney injury 6 hours before its occurrence during the first week of intensive care. Near-infrared spectroscopy-derived predictors and routinely collected clinical data were compared and combined to assess added predictive value. Of the 156 children included in the analysis, 55 (35%) developed severe acute kidney injury. The most discriminant near-infrared spectroscopy-derived predictor was near-infrared spectroscopy variability (area under the receiver operating characteristic curve, 0.68; 95% CI, 0.67–0.68), but was outperformed by a clinical model including baseline serum creatinine, cyanotic cardiopathy pre-surgery, blood pressure, and heart frequency (area under the receiver operating characteristic curve, 0.75; 95% CI, 0.75–0.75; p < 0.001). Combining clinical and near-infrared spectroscopy information improved model performance (area under the receiver operating characteristic curve, 0.79; 95% CI, 0.79–0.80; p < 0.001). Conclusions: After pediatric cardiac surgery, near-infrared spectroscopy variability combined with clinical information improved discrimination for acute kidney injury. Future studies are required to identify whether supplementary, timely clinical interventions at the bedside, based on near-infrared spectroscopy variability analysis, could improve outcome.
- Subjects :
- medicine.medical_specialty
Heart disease
pediatrics
near-infrared spectroscopy
medicine.medical_treatment
030204 cardiovascular system & hematology
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
Intensive care
medicine
030212 general & internal medicine
Original Clinical Report
intensive care
Mechanical ventilation
Creatinine
Receiver operating characteristic
business.industry
Acute kidney injury
cerebral oximetry
General Medicine
medicine.disease
3. Good health
Cardiac surgery
Blood pressure
chemistry
acute kidney injury
Emergency medicine
ComputingMethodologies_DOCUMENTANDTEXTPROCESSING
business
predictive modeling
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Critical Care Explorations
- Accession number :
- edsair.doi.dedup.....e5fb72ba1c4d3bd0204eb644a8aaf3ce