Thermal Response Patterns Provide Early Sign of Exertional Heat Stroke During Intense Activity

OBJECTIVE: Exertional Heat Stroke (EHS) remains a stubborn challenge for active communities globally but is difficult to study in humans since it is a relatively rare occurrence. Severe EHS can lead to long-term organ damage and death without rapid treatment. Physiological monitoring may provide early warning that an individual is at risk of EHS. The purpose of this work was to compare heart rate and thermal (skin and core temperature) response patterns of individuals who experienced EHS with others completing the same training event, who did not. METHODS: Heart rate (HR), chest skin temperature (Tsk), three-axis accelerometry, and estimated core temperature (Tect) were collected using a chest-mounted physiological monitor on seven individuals who experienced an EHS (age=22±4yr., ht=1.8±0.1m., wt=86.1±11.3kg., 1-mile run=7:20±0:43., Tr=41.6±0.6°C at collapse) during a loaded military ruck march. Similar data were collected on three controls for each EHS case, matched for age, height, weight and fitness (N=21., age=21±3yr., ht=1.8±0.1m., wt=85.5±10.8kg., 1-mile run=7:09±0:42 min). Each ruck march was divided into four quartiles based on event completion percentage. Mean HR, Tsk, the Gait Instability Index (GINI), and Tect were computed for each quartiles. These profiles were compared between groups by Two-way ANOVA. RESULTS: Tect increased faster over time (p=0.001) in EHS. HR and Tsk showed different patterns over time and were higher in EHS during the second, third and fourth quartile, resulting in a narrower Tsk - Tc gradient in the EHS group. The GINI was higher in EHS only during the fourth quartile. CONCLUSIONS: We report for the first time an early detection method for EHS in prolonged military events, incorporating patterns of HR, Tsk and Tect.

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Publication Details

Journal
Medicine & Science in Sports & Exercise
Published
2026-04-01
DOI
https://doi.org/10.1249/mss.0000000000003983
Primary Topic
Thermoregulation and physiological responses
Type
article
Field-Weighted Citation Impact
0.00
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article

Thermal Response Patterns Provide Early Sign of Exertional Heat Stroke During Intense Activity

Simon K. Delves, Kyla A. Driver, Meghan Galer, Emma Y. Atkinson et al.
Medicine & Science in Sports & Exercise
Thermoregulation and physiological responses
article

Thermal Response Patterns Provide Early Sign of Exertional Heat Stroke During Intense Activity

Simon K. Delves, Kyla A. Driver, Meghan Galer, Emma Y. Atkinson, Mark J. Buller, Max Bursey, Charles H. Moore, Michael Termini, Tim J. Mesite, Peter Finch, Christopher King, Nisha Charkoudian
article en

Abstract

OBJECTIVE: Exertional Heat Stroke (EHS) remains a stubborn challenge for active communities globally but is difficult to study in humans since it is a relatively rare occurrence. Severe EHS can lead to long-term organ damage and death without rapid treatment. Physiological monitoring may provide early warning that an individual is at risk of EHS. The purpose of this work was to compare heart rate and thermal (skin and core temperature) response patterns of individuals who experienced EHS with others completing the same training event, who did not. METHODS: Heart rate (HR), chest skin temperature (Tsk), three-axis accelerometry, and estimated core temperature (Tect) were collected using a chest-mounted physiological monitor on seven individuals who experienced an EHS (age=22±4yr., ht=1.8±0.1m., wt=86.1±11.3kg., 1-mile run=7:20±0:43., Tr=41.6±0.6°C at collapse) during a loaded military ruck march. Similar data were collected on three controls for each EHS case, matched for age, height, weight and fitness (N=21., age=21±3yr., ht=1.8±0.1m., wt=85.5±10.8kg., 1-mile run=7:09±0:42 min). Each ruck march was divided into four quartiles based on event completion percentage. Mean HR, Tsk, the Gait Instability Index (GINI), and Tect were computed for each quartiles. These profiles were compared between groups by Two-way ANOVA. RESULTS: Tect increased faster over time (p=0.001) in EHS. HR and Tsk showed different patterns over time and were higher in EHS during the second, third and fourth quartile, resulting in a narrower Tsk - Tc gradient in the EHS group. The GINI was higher in EHS only during the fourth quartile. CONCLUSIONS: We report for the first time an early detection method for EHS in prolonged military events, incorporating patterns of HR, Tsk and Tect.

Medicine & Science in Sports & Exercise
U.S. Army Research Institute of Environmental Medicine (US), Oak Ridge Associated Universities (US), Naval Medical Research Command (US), Mercer University (US), Augusta University (US), Combat Capabilities Development Command Soldier Center (US), United States Department of the Navy (US), Community Hospital (US), Oak Ridge Institute for Science and Education
Climate action
Openalex Percentile: Top 27%
Thermoregulation and physiological responses
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