Loading…
Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment
Objective: Humans avoid overheating through physiological and behavioral mechanisms. However, elite athletes, industrial workers, and military personnel, driven by the tasks at hand, may choose to continue working and face an increased risk of exertional heat illness (EHI). We wanted to examine the...
Saved in:
Published in: | Physiological measurement 2020-06, Vol.41 (6), p.65011 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203 |
---|---|
cites | cdi_FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203 |
container_end_page | |
container_issue | 6 |
container_start_page | 65011 |
container_title | Physiological measurement |
container_volume | 41 |
creator | Buller, Mark J Davey, Trish Fallowfield, Joanne L Montain, Scott J Hoyt, Reed W Delves, Simon K |
description | Objective: Humans avoid overheating through physiological and behavioral mechanisms. However, elite athletes, industrial workers, and military personnel, driven by the tasks at hand, may choose to continue working and face an increased risk of exertional heat illness (EHI). We wanted to examine the efficacy of a new core temperature (Tcr) estimation algorithm in assessing EHI risk. Approach: Physiological responses of 21 male Royal Marines recruits (age 21 ± 2 y, height 1.79 ± 0.05 m, weight 80.5 ± 7.2 kg) were collected during a physically-demanding criterion road march (14.5 km in 90 min with a 9.6 kg load; air temperature 16 °C, relative humidity ≥ 84%). Measured Tcr (thermometer pill) and estimated Tcr (ECTempTM Tcr-est) were compared. Main results: Measured Tcr either increased to an asymptote Tcr < 39.5 °C (WARM; n= 11), or progressively increased to Tcr > 40.0 °C (HOT; n= 10). In the HOT group, Tcr-est reflected measured Tcr up to Tcr = 40.0 °C (Bias = − 0.10 ± 0.37 °C, root mean square error = 0.37 ± 0.13 °C). In the WARM group, Tcr-est overestimated Tcr (Bias = 0.34 ± 0.40 °C) and was higher from mid-point to end. A logistic regression (Skin temperature approximate entropy and mean heart rate) was able to predict group membership (95% accuracy) at 20 min, allowing a WARM group ECTempTM correction factor (corrected Bias = 0.00 ± 0.29 °C). Significance: The Tcr-est successfully tracked Tcr in the HOT group with high risk of exertional heat illness (EHI) (40% incidence). Skin temperature complexity shows promise as a non-invasive means of insight into the state of thermoregulatory control mechanisms. |
doi_str_mv | 10.1088/1361-6579/ab934b |
format | article |
fullrecord | <record><control><sourceid>pubmed_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1088_1361_6579_ab934b</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>32408286</sourcerecordid><originalsourceid>FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203</originalsourceid><addsrcrecordid>eNp9kT9vFDEQxS0EIpdAT4WmpGCJvd712XQoCgEpEg3U1uzuOOew_-TxKbnvwofFp4NUiMqap_eeNb8R4o2SH5S09lJpoyrTbt0ldk433TOxeZKei410ZltprZszcc58L6VStm5fijNdN9LW1mzEr2vOccJMA-A8wETI-1SGfkkEmaaVEuaiQCJel5mJIS-wi3e7Ks6ZZo75AA-YJnggzDtKMMUxZkwHyAnjHOe7jxCndYw95lgKICwJ6JHSccIRdiUGcRxnYoYU-Scgl194ojm_Ei8Cjkyv_7wX4sfn6-9XX6rbbzdfrz7dVn1T17kyYbCmd7JF7KRtQ2e2BrvWKkO9HtDUErHXrQtFpTpsg1UDOjf0rVHO1VJfCHnq7dPCnCj4NRUo6eCV9EfQ_kjVH6n6E-gSeXuKrPtuouEp8JdsMbw_GeKy-vtln8qy_L--d_-wr-UevilOL01brufXIejfhSmazQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment</title><source>Institute of Physics</source><creator>Buller, Mark J ; Davey, Trish ; Fallowfield, Joanne L ; Montain, Scott J ; Hoyt, Reed W ; Delves, Simon K</creator><creatorcontrib>Buller, Mark J ; Davey, Trish ; Fallowfield, Joanne L ; Montain, Scott J ; Hoyt, Reed W ; Delves, Simon K</creatorcontrib><description>Objective: Humans avoid overheating through physiological and behavioral mechanisms. However, elite athletes, industrial workers, and military personnel, driven by the tasks at hand, may choose to continue working and face an increased risk of exertional heat illness (EHI). We wanted to examine the efficacy of a new core temperature (Tcr) estimation algorithm in assessing EHI risk. Approach: Physiological responses of 21 male Royal Marines recruits (age 21 ± 2 y, height 1.79 ± 0.05 m, weight 80.5 ± 7.2 kg) were collected during a physically-demanding criterion road march (14.5 km in 90 min with a 9.6 kg load; air temperature 16 °C, relative humidity ≥ 84%). Measured Tcr (thermometer pill) and estimated Tcr (ECTempTM Tcr-est) were compared. Main results: Measured Tcr either increased to an asymptote Tcr < 39.5 °C (WARM; n= 11), or progressively increased to Tcr > 40.0 °C (HOT; n= 10). In the HOT group, Tcr-est reflected measured Tcr up to Tcr = 40.0 °C (Bias = − 0.10 ± 0.37 °C, root mean square error = 0.37 ± 0.13 °C). In the WARM group, Tcr-est overestimated Tcr (Bias = 0.34 ± 0.40 °C) and was higher from mid-point to end. A logistic regression (Skin temperature approximate entropy and mean heart rate) was able to predict group membership (95% accuracy) at 20 min, allowing a WARM group ECTempTM correction factor (corrected Bias = 0.00 ± 0.29 °C). Significance: The Tcr-est successfully tracked Tcr in the HOT group with high risk of exertional heat illness (EHI) (40% incidence). Skin temperature complexity shows promise as a non-invasive means of insight into the state of thermoregulatory control mechanisms.</description><identifier>ISSN: 0967-3334</identifier><identifier>ISSN: 1361-6579</identifier><identifier>EISSN: 1361-6579</identifier><identifier>DOI: 10.1088/1361-6579/ab934b</identifier><identifier>PMID: 32408286</identifier><identifier>CODEN: PMEAE3</identifier><language>eng</language><publisher>England: IOP Publishing</publisher><subject>ECTemp ; estimated core temperature ; exertional heat illness ; heat stroke ; risk ; signal complexity</subject><ispartof>Physiological measurement, 2020-06, Vol.41 (6), p.65011</ispartof><rights>2020 Institute of Physics and Engineering in Medicine © 2020 Crown copyright. Reproduced with the permission of the Controller of Her Majesty's Stationery Office</rights><rights>2020 The Author(s). Published by IOP Publishing Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203</citedby><cites>FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32408286$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Buller, Mark J</creatorcontrib><creatorcontrib>Davey, Trish</creatorcontrib><creatorcontrib>Fallowfield, Joanne L</creatorcontrib><creatorcontrib>Montain, Scott J</creatorcontrib><creatorcontrib>Hoyt, Reed W</creatorcontrib><creatorcontrib>Delves, Simon K</creatorcontrib><title>Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment</title><title>Physiological measurement</title><addtitle>PM</addtitle><addtitle>Physiol. Meas</addtitle><description>Objective: Humans avoid overheating through physiological and behavioral mechanisms. However, elite athletes, industrial workers, and military personnel, driven by the tasks at hand, may choose to continue working and face an increased risk of exertional heat illness (EHI). We wanted to examine the efficacy of a new core temperature (Tcr) estimation algorithm in assessing EHI risk. Approach: Physiological responses of 21 male Royal Marines recruits (age 21 ± 2 y, height 1.79 ± 0.05 m, weight 80.5 ± 7.2 kg) were collected during a physically-demanding criterion road march (14.5 km in 90 min with a 9.6 kg load; air temperature 16 °C, relative humidity ≥ 84%). Measured Tcr (thermometer pill) and estimated Tcr (ECTempTM Tcr-est) were compared. Main results: Measured Tcr either increased to an asymptote Tcr < 39.5 °C (WARM; n= 11), or progressively increased to Tcr > 40.0 °C (HOT; n= 10). In the HOT group, Tcr-est reflected measured Tcr up to Tcr = 40.0 °C (Bias = − 0.10 ± 0.37 °C, root mean square error = 0.37 ± 0.13 °C). In the WARM group, Tcr-est overestimated Tcr (Bias = 0.34 ± 0.40 °C) and was higher from mid-point to end. A logistic regression (Skin temperature approximate entropy and mean heart rate) was able to predict group membership (95% accuracy) at 20 min, allowing a WARM group ECTempTM correction factor (corrected Bias = 0.00 ± 0.29 °C). Significance: The Tcr-est successfully tracked Tcr in the HOT group with high risk of exertional heat illness (EHI) (40% incidence). Skin temperature complexity shows promise as a non-invasive means of insight into the state of thermoregulatory control mechanisms.</description><subject>ECTemp</subject><subject>estimated core temperature</subject><subject>exertional heat illness</subject><subject>heat stroke</subject><subject>risk</subject><subject>signal complexity</subject><issn>0967-3334</issn><issn>1361-6579</issn><issn>1361-6579</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kT9vFDEQxS0EIpdAT4WmpGCJvd712XQoCgEpEg3U1uzuOOew_-TxKbnvwofFp4NUiMqap_eeNb8R4o2SH5S09lJpoyrTbt0ldk433TOxeZKei410ZltprZszcc58L6VStm5fijNdN9LW1mzEr2vOccJMA-A8wETI-1SGfkkEmaaVEuaiQCJel5mJIS-wi3e7Ks6ZZo75AA-YJnggzDtKMMUxZkwHyAnjHOe7jxCndYw95lgKICwJ6JHSccIRdiUGcRxnYoYU-Scgl194ojm_Ei8Cjkyv_7wX4sfn6-9XX6rbbzdfrz7dVn1T17kyYbCmd7JF7KRtQ2e2BrvWKkO9HtDUErHXrQtFpTpsg1UDOjf0rVHO1VJfCHnq7dPCnCj4NRUo6eCV9EfQ_kjVH6n6E-gSeXuKrPtuouEp8JdsMbw_GeKy-vtln8qy_L--d_-wr-UevilOL01brufXIejfhSmazQ</recordid><startdate>20200601</startdate><enddate>20200601</enddate><creator>Buller, Mark J</creator><creator>Davey, Trish</creator><creator>Fallowfield, Joanne L</creator><creator>Montain, Scott J</creator><creator>Hoyt, Reed W</creator><creator>Delves, Simon K</creator><general>IOP Publishing</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20200601</creationdate><title>Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment</title><author>Buller, Mark J ; Davey, Trish ; Fallowfield, Joanne L ; Montain, Scott J ; Hoyt, Reed W ; Delves, Simon K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>ECTemp</topic><topic>estimated core temperature</topic><topic>exertional heat illness</topic><topic>heat stroke</topic><topic>risk</topic><topic>signal complexity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Buller, Mark J</creatorcontrib><creatorcontrib>Davey, Trish</creatorcontrib><creatorcontrib>Fallowfield, Joanne L</creatorcontrib><creatorcontrib>Montain, Scott J</creatorcontrib><creatorcontrib>Hoyt, Reed W</creatorcontrib><creatorcontrib>Delves, Simon K</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><jtitle>Physiological measurement</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Buller, Mark J</au><au>Davey, Trish</au><au>Fallowfield, Joanne L</au><au>Montain, Scott J</au><au>Hoyt, Reed W</au><au>Delves, Simon K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment</atitle><jtitle>Physiological measurement</jtitle><stitle>PM</stitle><addtitle>Physiol. Meas</addtitle><date>2020-06-01</date><risdate>2020</risdate><volume>41</volume><issue>6</issue><spage>65011</spage><pages>65011-</pages><issn>0967-3334</issn><issn>1361-6579</issn><eissn>1361-6579</eissn><coden>PMEAE3</coden><abstract>Objective: Humans avoid overheating through physiological and behavioral mechanisms. However, elite athletes, industrial workers, and military personnel, driven by the tasks at hand, may choose to continue working and face an increased risk of exertional heat illness (EHI). We wanted to examine the efficacy of a new core temperature (Tcr) estimation algorithm in assessing EHI risk. Approach: Physiological responses of 21 male Royal Marines recruits (age 21 ± 2 y, height 1.79 ± 0.05 m, weight 80.5 ± 7.2 kg) were collected during a physically-demanding criterion road march (14.5 km in 90 min with a 9.6 kg load; air temperature 16 °C, relative humidity ≥ 84%). Measured Tcr (thermometer pill) and estimated Tcr (ECTempTM Tcr-est) were compared. Main results: Measured Tcr either increased to an asymptote Tcr < 39.5 °C (WARM; n= 11), or progressively increased to Tcr > 40.0 °C (HOT; n= 10). In the HOT group, Tcr-est reflected measured Tcr up to Tcr = 40.0 °C (Bias = − 0.10 ± 0.37 °C, root mean square error = 0.37 ± 0.13 °C). In the WARM group, Tcr-est overestimated Tcr (Bias = 0.34 ± 0.40 °C) and was higher from mid-point to end. A logistic regression (Skin temperature approximate entropy and mean heart rate) was able to predict group membership (95% accuracy) at 20 min, allowing a WARM group ECTempTM correction factor (corrected Bias = 0.00 ± 0.29 °C). Significance: The Tcr-est successfully tracked Tcr in the HOT group with high risk of exertional heat illness (EHI) (40% incidence). Skin temperature complexity shows promise as a non-invasive means of insight into the state of thermoregulatory control mechanisms.</abstract><cop>England</cop><pub>IOP Publishing</pub><pmid>32408286</pmid><doi>10.1088/1361-6579/ab934b</doi><tpages>17</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0967-3334 |
ispartof | Physiological measurement, 2020-06, Vol.41 (6), p.65011 |
issn | 0967-3334 1361-6579 1361-6579 |
language | eng |
recordid | cdi_crossref_primary_10_1088_1361_6579_ab934b |
source | Institute of Physics |
subjects | ECTemp estimated core temperature exertional heat illness heat stroke risk signal complexity |
title | Estimated and measured core temperature responses to high-intensity warm weather military training: implications for exertional heat illness risk assessment |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-27T02%3A48%3A38IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmed_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Estimated%20and%20measured%20core%20temperature%20responses%20to%20high-intensity%20warm%20weather%20military%20training:%20implications%20for%20exertional%20heat%20illness%20risk%20assessment&rft.jtitle=Physiological%20measurement&rft.au=Buller,%20Mark%20J&rft.date=2020-06-01&rft.volume=41&rft.issue=6&rft.spage=65011&rft.pages=65011-&rft.issn=0967-3334&rft.eissn=1361-6579&rft.coden=PMEAE3&rft_id=info:doi/10.1088/1361-6579/ab934b&rft_dat=%3Cpubmed_cross%3E32408286%3C/pubmed_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c422t-6fd86c905aab085fb676ab5816ec3da620aac359f6abe2f7f81da99dc56199203%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/32408286&rfr_iscdi=true |