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Author Spotlight: Implementation of BIVA for Analyzing Disease Risk Factors in Patients with Low Body Cell Mass
Published on: July 14, 2023
The importance of bioelectrical impedance in the critical pediatric patient
Zina Maria Almeida de Azevedo1, Bráulio Dos Santos Junior2, Eloane Gonçalves Ramos3
1Pediatric Department, Fernandes Figueira Institute /FIOCRUZ, Instituto Nacional Fernandes Figueira, Av. Rui Barbosa, 716, Flamengo, Rio de Janeiro, RJ, 22250-020, Brazil.
Insights
Bioelectrical impedance analysis (BIA) parameters, including reactance adjusted by height (Xc/H) and phase angle (PA), show potential for monitoring pediatric sepsis progression. Lower Xc/H and PA values correlate with increased risk and severity of septic shock in children.
Area of Science:
- Critical Care Medicine
- Pediatric Intensive Care
- Biomedical Engineering
Background:
- Sepsis is a leading cause of mortality in Intensive Care Units (ICUs).
- Early sepsis diagnosis and monitoring are crucial for patient outcomes.
- Bioelectrical impedance analysis (BIA) is a noninvasive, low-cost method for assessing body composition and cell integrity.
Purpose of the Study:
- To investigate the utility of BIA parameters, specifically reactance adjusted by height (Xc/H) and phase angle (PA), as predictors of septic shock progression in critically ill children.
- To evaluate Xc/H and PA as clinical monitoring tools to support septic shock diagnosis in a pediatric critical care unit.
Main Methods:
- Prospective analysis of BIA in 145 children (1 month to 6 years) not initially in septic shock.
- Serial BIA measurements were used to assess sensitivity and specificity for predicting subsequent septic shock development.
- Kaplan-Meier survival curves were generated based on Xc/H and PA values.
Main Results:
- Lower median Xc/H and PA values were significantly associated with higher rates of septic shock and longer ICU stays (p < 0.0001).
- Admission Xc/H < 48.63 Ohm/m (OR 3.72, sensitivity 87%) and subsequent Xc/H < 35.72 Ohm/m (OR 3.38) predicted septic shock.
- PA < 3.27 (OR 9.58) and PA < 2.64 (OR 14.2) showed strong associations with same-day or next-day septic shock, respectively.
Conclusions:
- Xc/H and phase angle show limitations as isolated biomarkers for predicting septic shock in children.
- These BIA parameters hold potential as valuable monitoring tools within the pediatric intensive care unit setting.
- Further research is needed to elucidate their comparative value against other established biomarkers.
Background & Aims:
Sepsis is still a significant cause of death in the Intensive Care Unit and its early diagnosis is vital. Changes in cell permeability have been observed early in sepsis. Lower values of bioelectrical impedance (BIA) such as reactance adjusted by height (Xc/H) and phase angle (PA) have already been studied as a prognostic biomarker for many diseases and may indicate cell injury. BIA is a low cost, practical, noninvasive method that can be measured at bedside. This study investigated the utility of PA and Xc/H raw values in the pediatric critical care unit as predictors of progression to septic shock, as a clinical monitoring tool and to support the diagnosis of septic shock.
Methods:
We prospectively analyzed bioelectrical impedance in 145 children aged between one month and six years who were not in septic shock on admission to the intensive care unit Serial bioelectrical impedance analysis (BIA) measures were analyzed to determine the sensitivity and specificity of accurately identifying children who subsequently developed septic shock. Kaplan-Meier septic shock-free survival curves modeled by Xc/H and PA were done.
Results:
The free-septic shock survival curve analysis showed that patients with the lowest median values of Xc/H and PA were associated with the highest percentage of occurrence of septic shock (p = 0.0001 for Xc/H and <0.0006 for PA) and longest length of stay in the intensive care unit (p < 0.0011 for Xc/H and p < 0.004 for PA). Values of Xc/H below 48.63 Ohm/m at admission showed statistically significant odds ratio (OR) of 3.72 for developing septic shock any time during the hospitalization period, with a 87% sensitivity, 35% specificity and an area under the curve (AUC) of 0.62. The PA at admission did not show significant results. During hospitalization, patients with Xc/H below 35.72 Ohm/m were 3.38 times more likely to develop septic shock in the next day, with a sensitivity of 66.7%, a specificity of 62.3% and AUC of 0.65. PA values below 3.27 had an OR of 9.58 for a septic shock the next day with a sensitivity of 95.8%, specificity of 29.4% and AUC of 0.62. The presence of a value of Xc/H below 33 Ohm/m showed a strong association with the occurrence of septic shock on the same day of the measurement, with an OR of 11.7, as well as a value of PA below 2.64, showed an OR of 14.2.
Conclusions:
The bioelectrical parameters Xc/H and phase angle have limitations in predicting septic shock as isolated biomarkers, but have a potential role as a monitoring tool in the pediatric intensive care unit. The comparative value with other biomarkers remains to be elucidated.
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