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Updated: Dec 21, 2025

Evaluation of Fluid Overload by Bioelectrical Impedance Vectorial Analysis
Published on: August 17, 2022
Weight-Based Assessment of Fluid Overload in Patients with Acute Kidney Injury
Bing Lun Chow1,2, Cheng Boon Poh1, Chang Yin Chionh3
1Department of Renal Medicine, Changi General Hospital, Singapore, Singapore.
Introduction:
Acute kidney injury (AKI) with fluid overload is associated with poor outcomes. While percentage fluid overload (PFO) using intake/output charts (PFOi/o) has been validated as a marker of overload, accurate PFOi/o measurements may not be possible in a general ward. We propose an alternative weight-based PFO calculation: PFOw = [(maximum weight - baseline weight) ÷ baseline weight] × 100%.
Methods:
This is a prospective, observational pilot study on general ward inpatients with AKI who were referred for nephrology consult. PFOw was compared with PFOi/o, and both were evaluated for associations with dialysis requirement, AKI stage 2 or 3, and 90-day mortality.
Results:
Fifty-eight patients with a median age of 67.5 years (interquartile range 18.0) were recruited. Of which, 33 (56.9%) were males and 41 (70.7%) had preexisting CKD 3 or higher. We found no correlation between PFOi/o and PFOw (R2 = 0.015, p = 0.531). A higher PFOw was observed in AKI stage 2 or 3 (p = 0.005) and in patients requiring dialysis (p = 0.001). On multivariate analysis, each percentage increase in PFOw was associated with increased odds of AKI stage 2 or 3 (odds ratio 1.37 [95% CI 1.05-1.78], p = 0.020) and dialysis need (odds ratio 1.69 [95% CI 1.20-2.39], p = 0.003). Twenty-nine patients had complete quantitative data to calculate PFOi/o. Multivariate analysis of these 29 patients showed that PFOw correlated with AKI stage 2 or 3 and dialysis requirement, while PFOi/o had no correlation with these events. The area under the curve receiver operating characteristics of PFOw was 0.706 for AKI stage 2 or 3 and 0.819 for AKI requiring dialysis. The optimal PFOw cutoff was determined at ≥1%. Three deaths occurred within 90 days, and all had PFOw ≥ 1%, although the log-rank test did not achieve statistical significance (p = 0.050).
Conclusion:
The proposed PFOw is a potential prognostic indicator for general ward patients with AKI. PFOw ≥ 1% is associated with poor renal outcomes.
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