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Evaluation of Fluid Overload by Bioelectrical Impedance Vectorial Analysis
Published on: August 17, 2022
Fluid Overload and Renal Angina Index at Admission Are Associated With Worse Outcomes in Critically Ill Children
Sidharth K Sethi1, Veena Raghunathan2, Shilpi Shah3
1Kidney and Urology Institute, Medanta, The Medicity Hospital, Gurgaon, India.
Insights
Fluid overload negatively impacts critically ill children, worsening oxygenation and prolonging ventilation. The renal angina index (RAI) effectively predicts acute kidney injury (AKI) in these patients.
Area of Science:
- Pediatric Critical Care Medicine
- Nephrology
- Fluid Management in Pediatrics
Background:
- Fluid overload is common in critically ill children and may impact outcomes.
- Predicting acute kidney injury (AKI) in pediatric intensive care units (PICUs) is crucial for timely intervention.
Purpose of the Study:
- To investigate the association between fluid overload and oxygenation in critically ill children.
- To determine the correlation of fluid overload with ventilation duration, ICU stay, and mortality.
- To assess the predictive value of the renal angina index (RAI) for AKI and mortality.
Main Methods:
- Prospective study in a pediatric intensive care unit.
- Included children requiring invasive mechanical ventilation (>24h) without congenital heart disease or prior renal replacement therapy.
- Measured oxygenation index, fluid overload, RAI, and Pediatric Logistic Organ Dysfunction (PELOD) score; defined AKI using KDIGO criteria.
Main Results:
- Fluid overload independently predicted oxygenation index and was associated with longer ventilation duration.
- Higher RAI scores at admission predicted increased rates of Day-3 AKI.
- RAI demonstrated superior predictive ability for Day-3 AKI compared to the PELOD score.
Conclusions:
- Positive fluid balance adversely affects intensive care outcomes in critically ill children.
- The RAI serves as a valuable tool for predicting AKI in this population.
- RAI may aid in optimizing treatment and improving clinical prediction of AKI.
Abstract:
Objectives: We investigated the association of fluid overload and oxygenation in critically sick children, and their correlation with various outcomes (duration of ventilation, ICU stay, and mortality). We also assessed whether renal angina index (RAI) at admission can predict mortality or acute kidney injury (AKI) on day 3 after admission. Design and setting: Prospective study, pediatric intensive care in a tertiary hospital. Duration: June 2013-June 2014. Patients: Patients were included if they needed invasive mechanical ventilation for >24 h and had an indwelling arterial catheter. Patients with congenital heart disease or those who received renal replacement therapy (RRT) were excluded. Methods: Oxygenation index, fluid overload percent (daily, cumulative), RAI at admission and pediatric logistic organ dysfunction (PELOD) score were obtained in all critically ill children. KDIGO classification was used to define AKI, using both creatinine and urine output criteria. Admission data for determination of RAI included the use of vasopressors, invasive mechanical ventilation, percent fluid overload, and change in kidney function (estimated creatinine clearance). Univariable and multivariable approaches were used to assess the relations between fluid overload, oxygenation index and clinical outcomes. An RAI cutoff >8 was used to predict AKI on day 3 of admission and mortality. Results: One hundred and two patients were recruited. Fluid overload predicted oxygenation index in all patients, independent of age, gender and PELOD score (p < 0.05). Fluid overload was associated with longer duration of ventilation (p < 0.05), controlled for age, gender, and PELOD score. Day-3 AKI rates were higher in patients with a RAI of 8 or more, and higher areas under the RAI curve had better prediction rates for Day-3 AKI. An RAI <8 had high negative predictive values (80-95%) for Day-3 AKI. RAI was better than traditional markers of pediatric severity of illness (PELOD) score for prediction of AKI on day 3. Conclusions: This study emphasizes that positive fluid balance adversely affects intensive care in critically ill children. Further, the RAI prediction model may help optimize treatment and improve clinical prediction of AKI.
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