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Updated: Oct 31, 2025

Esophageal Heat Transfer for Patient Temperature Control and Targeted Temperature Management
Published on: November 21, 2017
Development of a Resting Energy Expenditure Estimation in Patients Undergoing Targeted Temperature Management with a
Neeraj Badjatia1, Joseph Haymore2, Marc E Voorhees3
1Program in Trauma, Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Resting energy expenditure (REE) during targeted temperature management (TTM) can be accurately estimated using data from a temperature modulating device (TMD) and patient demographics. This method aids in managing shivering and malnutrition during TTM.
Area of Science:
- Critical Care Medicine
- Physiology
- Biomedical Engineering
Background:
- Targeted temperature management (TTM) influences patient energy expenditure through temperature modulation and shivering.
- Accurate estimation of resting energy expenditure (REE) is crucial for optimizing patient care during TTM.
- Current methods for assessing REE may not be readily available or practical in all TTM settings.
Purpose of the Study:
- To investigate if REE can be accurately estimated using data from a surface gel pad temperature modulating device (TMD) combined with demographic factors.
- To develop a method for real-time REE calculation during TTM.
- To assess the potential of this method in mitigating complications like shivering and malnutrition.
Main Methods:
- Collected baseline demographic data, temperature, sedation, shivering scores, and indirect calorimetry (IDC) data from patients undergoing TTM.
- Synchronized and averaged data from IDC and TMD over 60-second intervals.
- Calculated heat transfer from the TMD using water temperatures and flow rates.
- Utilized linear regression to identify factors associated with REE and Bland-Altman analysis to assess accuracy.
Main Results:
- Factors associated with REE included older age, male sex, higher body surface area (BSA), higher patient temperature, and lower heat transfer.
- The difference between estimated REE and measured REE by IDC was 6.2 calories/min (95% CI: -14.1 to 26.5).
- The developed model showed good agreement with IDC measurements, indicating accurate REE estimation.
Conclusions:
- Heat transfer data from TMDs, along with patient clinical characteristics, can effectively calculate REE during TTM.
- This approach offers a practical method for continuous REE monitoring.
- The findings support the use of TMD data for managing shivering and nutritional status in TTM patients.
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