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Published in: Canadian Journal of Anesthesia/Journal canadien d'anesthésie 12/2019

01-12-2019 | Acute Kidney Injury | Reports of Original Investigations

Bioimpedance-measured volume overload predicts longer duration of mechanical ventilation in intensive care unit patients

Authors: Douglas Slobod, MD, Han Yao, MD, Joelle Mardini, MD, Justyna Natkaniec, José A. Correa, PhD, Dev Jayaraman, MD, Catherine L. Weber, MD

Published in: Canadian Journal of Anesthesia/Journal canadien d'anesthésie | Issue 12/2019

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Abstract

Purpose

Bioelectrical impedance analysis (BIA) is a technology that provides a rapid, non-invasive measurement of volume in body compartments and may aid the physician in the assessment of volume status. We sought to investigate the effect of BIA-measured volume status on duration of mechanical ventilation, 28-day mortality, and acute kidney injury requiring renal replacement therapy in a population of medical/surgical patients admitted to the intensive care unit (ICU).

Methods

Prospective observational study of adult patients who required mechanical ventilation within 24 hr of admission to ICU. Bioelectrical impedance analysis measured extracellular water (ECW) and total body water (TBW) and these measurements were recorded on days 1, 3, 5, and 7.

Results

A total of 36 patients were enrolled. Mean (standard deviation) age was 61.8 (21.3) years and 31% of patients were female. The majority were admitted from the emergency department or operating room. The most common diagnosis was sepsis. At 28 days, eight patients (22%) had died. There was no association between ECW/TBW ratio at day 1 and 28-day mortality (odds ratio, 1.2; 95% confidence interval [CI], 0.6 to 2.3) after adjusting for age, sex, and Acute Physiology and Chronic Health Evaluation II score. The median [interquartile range] number of ventilator days was 5 [2.5–7.5]. On day 1, for each 1% increase in the ECW/TBW ratio, there was a 1.2-fold increase in ventilator days (95% CI, 1.003 to 1.4; P = 0.05). It is notable that 20% of eligible patients could not be enrolled because medical equipment interfered with correct electrode placement.

Conclusion

Bioimpedance-measured ECW/TBW on day 1 of admission to the ICU is associated with time on the ventilator. While this technology may be a useful adjunct to the clinical assessment of volume status, there are technical barriers to its routine use in a general ICU population.
Literature
1.
go back to reference National Heart, Lung, and Blood Institute Acute Respiratory Distress Syndrome (ARDS) Clinical Trials Netword, Wiedemann HP, Wheeler AP, Bernard GR, et al. Comparison of two fluid-management strategies in acute lung injury. N Engl J Med 2006; 354: 2564-75.CrossRef National Heart, Lung, and Blood Institute Acute Respiratory Distress Syndrome (ARDS) Clinical Trials Netword, Wiedemann HP, Wheeler AP, Bernard GR, et al. Comparison of two fluid-management strategies in acute lung injury. N Engl J Med 2006; 354: 2564-75.CrossRef
2.
go back to reference Payen D, de Pont AC, Sakr Y, et al. A positive fluid balance is associated with a worse outcome in patients with acute renal failure. Crit Care 2008; 12: R74.CrossRefPubMedPubMedCentral Payen D, de Pont AC, Sakr Y, et al. A positive fluid balance is associated with a worse outcome in patients with acute renal failure. Crit Care 2008; 12: R74.CrossRefPubMedPubMedCentral
4.
go back to reference Fürstenberg A, Davenport A. Assessment of body composition in peritoneal dialysis patients using bioelectrical impedance and dual-energy x-ray absorptiometry. Am J Nephrol 2011; 33: 150-6.CrossRefPubMed Fürstenberg A, Davenport A. Assessment of body composition in peritoneal dialysis patients using bioelectrical impedance and dual-energy x-ray absorptiometry. Am J Nephrol 2011; 33: 150-6.CrossRefPubMed
5.
go back to reference Simpson JA, Lobo DN, Anderson JA, et al. Body water compartment measurements: a comparison of bioelectrical impedance analysis with tritium and sodium bromide dilution techniques. Clin Nutr 2001; 20: 339-43.CrossRefPubMed Simpson JA, Lobo DN, Anderson JA, et al. Body water compartment measurements: a comparison of bioelectrical impedance analysis with tritium and sodium bromide dilution techniques. Clin Nutr 2001; 20: 339-43.CrossRefPubMed
6.
go back to reference Box GE, Tidwell PW. Transformation of independent variables. Technometrics 1962; 4: 531-50.CrossRef Box GE, Tidwell PW. Transformation of independent variables. Technometrics 1962; 4: 531-50.CrossRef
7.
go back to reference Allison PD. Logistic Regression Using the SAS System: Theory and Application. 2nd ed. Cary, NC: SAS Institute Inc.; 2012 . Allison PD. Logistic Regression Using the SAS System: Theory and Application. 2nd ed. Cary, NC: SAS Institute Inc.; 2012 .
8.
go back to reference Hosmer DW, Lemeshow S. Applied Logistic Regression. 2nd ed. New York: Wiley; 2000 .CrossRef Hosmer DW, Lemeshow S. Applied Logistic Regression. 2nd ed. New York: Wiley; 2000 .CrossRef
9.
go back to reference Firth D. Bias reduction of maximum likelihood estimates. Biometrika 1993; 80: 27-38.CrossRef Firth D. Bias reduction of maximum likelihood estimates. Biometrika 1993; 80: 27-38.CrossRef
10.
go back to reference Kutner MH, Nachtsheim CJ, Neter J, Li W. Applied Linear Statistical Models. 5th ed. New York, NY: McGraw-Hill/Irwin; 2004 . Kutner MH, Nachtsheim CJ, Neter J, Li W. Applied Linear Statistical Models. 5th ed. New York, NY: McGraw-Hill/Irwin; 2004 .
11.
go back to reference Puthucheary ZA, Rawal J, McPhail M, et al. Acute skeletal muscle wasting in critical illness. JAMA 2013; 310: 1591-600.CrossRefPubMed Puthucheary ZA, Rawal J, McPhail M, et al. Acute skeletal muscle wasting in critical illness. JAMA 2013; 310: 1591-600.CrossRefPubMed
12.
go back to reference Ingelse SA, Wiegers HM, Calis JC, van Woensel JB, Bem RA. Early fluid overload prolongs mechanical ventilation in children with viral-lower respiratory tract disease. Pediatr Crit Care Med 2017; 18: e106-11.CrossRefPubMed Ingelse SA, Wiegers HM, Calis JC, van Woensel JB, Bem RA. Early fluid overload prolongs mechanical ventilation in children with viral-lower respiratory tract disease. Pediatr Crit Care Med 2017; 18: e106-11.CrossRefPubMed
13.
go back to reference Prowle JR, Echeverri JE, Ligabo EV, Ronco C, Bellomo R. Fluid balance and acute kidney injury. Nat Rev Nephrol 2010; 6: 107-15.CrossRefPubMed Prowle JR, Echeverri JE, Ligabo EV, Ronco C, Bellomo R. Fluid balance and acute kidney injury. Nat Rev Nephrol 2010; 6: 107-15.CrossRefPubMed
14.
go back to reference Kelm DJ, Perrin JT, Cartin-Ceba R, Gajic O, Schenck L, Kennedy CC. Fluid overload in patients with severe sepsis and septic shock treated with early goal-directed therapy is associated with increased acute need for fluid-related medical interventions and hospital death. Shock 2015; 43: 68-73.CrossRefPubMedPubMedCentral Kelm DJ, Perrin JT, Cartin-Ceba R, Gajic O, Schenck L, Kennedy CC. Fluid overload in patients with severe sepsis and septic shock treated with early goal-directed therapy is associated with increased acute need for fluid-related medical interventions and hospital death. Shock 2015; 43: 68-73.CrossRefPubMedPubMedCentral
16.
go back to reference Neyra JA, Li X, Canepa-Escaro F, et al. Cumulative fluid balance and mortality in septic patients with or without acute kidney injury and chronic kidney disease. Crit Care Med 2016; 44: 1891-900.CrossRefPubMedPubMedCentral Neyra JA, Li X, Canepa-Escaro F, et al. Cumulative fluid balance and mortality in septic patients with or without acute kidney injury and chronic kidney disease. Crit Care Med 2016; 44: 1891-900.CrossRefPubMedPubMedCentral
17.
go back to reference Vincent JL, Sakr Y, Sprung CL, et al. Sepsis in European intensive care units: results of the SOAP study. Crit Care Med 2006; 34: 344-53.CrossRefPubMed Vincent JL, Sakr Y, Sprung CL, et al. Sepsis in European intensive care units: results of the SOAP study. Crit Care Med 2006; 34: 344-53.CrossRefPubMed
19.
go back to reference Basso F, Berdin G, Virzi GM, et al. Fluid management in the intensive care unit: bioelectrical impedance vector analysis as a tool to assess hydration status and optimal fluid balance in critically ill patients. Blood Purif 2013; 36: 192-9.CrossRefPubMed Basso F, Berdin G, Virzi GM, et al. Fluid management in the intensive care unit: bioelectrical impedance vector analysis as a tool to assess hydration status and optimal fluid balance in critically ill patients. Blood Purif 2013; 36: 192-9.CrossRefPubMed
20.
go back to reference Yang SF, Tseng CM, Liu IF, Tsai SH, Kuo WS, Tsao TP. Clinical significance of bioimpedance spectroscopy in critically ill patients. J Intensiv Care Med 2019; 34: 495-502.CrossRef Yang SF, Tseng CM, Liu IF, Tsai SH, Kuo WS, Tsao TP. Clinical significance of bioimpedance spectroscopy in critically ill patients. J Intensiv Care Med 2019; 34: 495-502.CrossRef
Metadata
Title
Bioimpedance-measured volume overload predicts longer duration of mechanical ventilation in intensive care unit patients
Authors
Douglas Slobod, MD
Han Yao, MD
Joelle Mardini, MD
Justyna Natkaniec
José A. Correa, PhD
Dev Jayaraman, MD
Catherine L. Weber, MD
Publication date
01-12-2019
Publisher
Springer International Publishing
Published in
Canadian Journal of Anesthesia/Journal canadien d'anesthésie / Issue 12/2019
Print ISSN: 0832-610X
Electronic ISSN: 1496-8975
DOI
https://doi.org/10.1007/s12630-019-01450-4

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