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Updated: Jun 6, 2026

A Preclinical Model of Exertional Heat Stroke in Mice
Published on: July 1, 2021
Modelflow underestimates cardiac output in heat-stressed individuals
Manabu Shibasaki1, Thad E Wilson, Morten Bundgaard-Nielsen
1Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, 7232 Greenville Ave., Dallas, TX 75231, USA.
The Modelflow method underestimates cardiac output during whole body heat stress. This non-invasive technique, when compared to thermodilution, shows inaccurate estimations of cardiac output during heat exposure and simulated hypovolemia.
Area of Science:
- Physiology
- Cardiovascular Research
- Thermoregulation
Background:
- The Modelflow method estimates cardiac output from arterial pressure waveforms.
- Its accuracy during whole body heat stress is not well-established.
- Whole body heat stress significantly impacts cardiovascular function.
Purpose of the Study:
- To test if Modelflow accurately tracks thermodilution-derived cardiac outputs during whole body heat stress.
- To evaluate Modelflow's performance under normothermic and heat-stressed conditions with varying cardiac outputs.
Main Methods:
- Cardiac output was measured using Modelflow (arterial cannulation and Finometer) and thermodilution.
- Lower-body negative pressure (LBNP) was used to induce acute changes in cardiac output.
- Nine healthy normotensive subjects were studied under normothermic and heat-stressed conditions.
Main Results:
- Modelflow and thermodilution showed similar cardiac output measurements in normothermic conditions.
- During heat stress, Modelflow significantly underestimated cardiac output compared to thermodilution.
- Modelflow also attenuated the reduction in cardiac output during LBNP under heat stress.
Conclusions:
- The Modelflow method underestimates cardiac output during whole body heat stress.
- Accuracy is compromised in both direct arterial and Finometer-derived waveforms during heat exposure.
- Thermodilution remains a more reliable method for measuring cardiac output in heat-stressed individuals.
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