Development and Validation of a Heat Risk Mitigation Tool for Burn Survivors.

IF 4.1 2区 医学 Q1 SPORT SCIENCES
Zachary J McKenna, Josh Foster, Whitley C Atkins, Elizabeth A Gideon, Ollie Jay, Federico Tartarini, Craig G Crandall
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Abstract

Purpose: Burn survivors have an increased risk for heat related illnesses, and a heightened perceptual strain during exercise (thereby impeding physical activity), both due to impaired body temperature regulation. We developed and validated a freely deployed online model that burn survivors can use to estimate their heat risk during physical activity.

Methods: Model inputs included environmental conditions, physical activity intensity and duration, body size, clothing, and burn injury size. The developed model predicts heat risk categorized as either low to moderate (change in core temperature < 1.7 °C) or high to extreme (change in core temperature ≥ 1.7 °C). We compared the core temperature responses and predicted heat risk from laboratory trials conducted in adults aged 19 to 61 years with well healed burn injuries (n = 134) or simulated burn injuries (n = 157). Burn injury sizes ranged from 20 to 80% of body surface area. Trials were conducted in our laboratory across a variety of environmental conditions (25 to 39 °C and 20 to 40 % relative humidity) and exercise intensities (46 to 357 W/m2).

Results: With heat risk as a binary outcome, the predictive accuracy of the model was 85%. The specificity of the model was 85% and the sensitivity of the model was 79%. The positive predictive value was 27% and the negative predictive value was 98%.

Conclusions: The developed model (www.bsrcalculator.org) predicts heat-risk across a variety of environmental conditions and exercise intensities. We anticipate that this tool will inform individuals of their potential risk (or lack thereof) associated with performing physical activity in the heat while also promoting a physically active lifestyle in burn survivors.

烧伤幸存者热风险缓解工具的开发和验证。
目的:由于体温调节受损,烧伤幸存者患热相关疾病的风险增加,并且在运动过程中感知压力增加(从而阻碍身体活动)。我们开发并验证了一个免费部署的在线模型,烧伤幸存者可以使用该模型来估计他们在体育活动期间的热风险。方法:模型输入包括环境条件、体力活动强度和持续时间、体型、服装、烧伤大小等。开发的模型预测的热风险分为低到中等(核心温度变化< 1.7°C)或高到极端(核心温度变化≥1.7°C)。我们比较了19至61岁的烧伤愈合良好(n = 134)或模拟烧伤(n = 157)的成年人的核心温度反应和预测热风险。烧伤面积占体表面积的20%到80%不等。在我们的实验室中,试验在各种环境条件(25至39°C, 20%至40%相对湿度)和运动强度(46至357 W/m2)下进行。结果:以热风险为二元结果,该模型的预测准确率为85%。该模型的特异性为85%,敏感性为79%。阳性预测值为27%,阴性预测值为98%。结论:开发的模型(www.bsrcalculator.org)预测了各种环境条件和运动强度下的热风险。我们预计,该工具将告知个人在高温下进行体育活动的潜在风险(或缺乏风险),同时也促进烧伤幸存者的体育活动生活方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.70
自引率
4.90%
发文量
2568
审稿时长
1 months
期刊介绍: Medicine & Science in Sports & Exercise® features original investigations, clinical studies, and comprehensive reviews on current topics in sports medicine and exercise science. With this leading multidisciplinary journal, exercise physiologists, physiatrists, physical therapists, team physicians, and athletic trainers get a vital exchange of information from basic and applied science, medicine, education, and allied health fields.
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