Nathan E Bartman, Nicole E Moyen, Stephen S Cheung, Naoto Fujii, Tatsuro Amano, Toby Mündel
{"title":"Agreement Between Mean Weighted Skin Temperature Formulas During Exercise.","authors":"Nathan E Bartman, Nicole E Moyen, Stephen S Cheung, Naoto Fujii, Tatsuro Amano, Toby Mündel","doi":"10.1152/japplphysiol.00445.2025","DOIUrl":null,"url":null,"abstract":"<p><p>There are many formulas to calculate mean weighted skin temperature (T<sub>mws</sub>) with little evidence for their agreement with each other. This investigation assessed the agreement of five common T<sub>mws</sub> formulas (≤7 sites) with a 12-site formula (Hardy-DuBois 12-site, HDB12). It was hypothesized that a formula with more measurement sites (Hardy-Dubois 7-site, HDB7) would have more agreement during steady-state exercise in moderate (20°C) and warm (30°C) conditions. Ten well-trained male participants (age: 37±12y, height: 178±7 cm, mass: 76±9 kg, body fat: 8±2%, VO2peak: 66±10 mL/kg/min) cycled at 55% of peak oxygen uptake for 60 minutes. The T<sub>mws</sub> were calculated for HDB12, HDB7, Palmes/Park 6-site (PP6), Teichner 6-site (TEI6), Ramanathan 4-site (RAM4), and Burton 3-site (BTN3) formulas. Good agreement was determined when mean bias, mean absolute error (MAE), or root mean squared error (RMSE) was ≤0.5°C or limits of agreement (LOA) was ≤1.0°C. The T<sub>mws</sub> formulas were in better agreement with HDB12 in warm compared to moderate conditions. The best performing formulas were RAM4, BRT3, and TEI6; mean bias was low in RAM4 (moderate: 0.2°C; warm: 0.1°C) and BRT3 (moderate: 0.1°C; warm:0.0°C) and RMSE was low in TEI6 (moderate: 0.6°C; warm: 0.4°C) compared to the others. The large deviation in torso skin temperature for HDB7 (moderate: -2.0°C; warm: -1.6°C) resulted in consistent underestimation of HDB12 (mean bias, moderate: -0.8°C; warm: -0.5°C). Due to its popularity the four-site RAM4 is acceptable for cycling in 20°C and 30°C conditions, when a 12-site formula is not feasible.</p>","PeriodicalId":15160,"journal":{"name":"Journal of applied physiology","volume":" ","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of applied physiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1152/japplphysiol.00445.2025","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHYSIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
There are many formulas to calculate mean weighted skin temperature (Tmws) with little evidence for their agreement with each other. This investigation assessed the agreement of five common Tmws formulas (≤7 sites) with a 12-site formula (Hardy-DuBois 12-site, HDB12). It was hypothesized that a formula with more measurement sites (Hardy-Dubois 7-site, HDB7) would have more agreement during steady-state exercise in moderate (20°C) and warm (30°C) conditions. Ten well-trained male participants (age: 37±12y, height: 178±7 cm, mass: 76±9 kg, body fat: 8±2%, VO2peak: 66±10 mL/kg/min) cycled at 55% of peak oxygen uptake for 60 minutes. The Tmws were calculated for HDB12, HDB7, Palmes/Park 6-site (PP6), Teichner 6-site (TEI6), Ramanathan 4-site (RAM4), and Burton 3-site (BTN3) formulas. Good agreement was determined when mean bias, mean absolute error (MAE), or root mean squared error (RMSE) was ≤0.5°C or limits of agreement (LOA) was ≤1.0°C. The Tmws formulas were in better agreement with HDB12 in warm compared to moderate conditions. The best performing formulas were RAM4, BRT3, and TEI6; mean bias was low in RAM4 (moderate: 0.2°C; warm: 0.1°C) and BRT3 (moderate: 0.1°C; warm:0.0°C) and RMSE was low in TEI6 (moderate: 0.6°C; warm: 0.4°C) compared to the others. The large deviation in torso skin temperature for HDB7 (moderate: -2.0°C; warm: -1.6°C) resulted in consistent underestimation of HDB12 (mean bias, moderate: -0.8°C; warm: -0.5°C). Due to its popularity the four-site RAM4 is acceptable for cycling in 20°C and 30°C conditions, when a 12-site formula is not feasible.
期刊介绍:
The Journal of Applied Physiology publishes the highest quality original research and reviews that examine novel adaptive and integrative physiological mechanisms in humans and animals that advance the field. The journal encourages the submission of manuscripts that examine the acute and adaptive responses of various organs, tissues, cells and/or molecular pathways to environmental, physiological and/or pathophysiological stressors. As an applied physiology journal, topics of interest are not limited to a particular organ system. The journal, therefore, considers a wide array of integrative and translational research topics examining the mechanisms involved in disease processes and mitigation strategies, as well as the promotion of health and well-being throughout the lifespan. Priority is given to manuscripts that provide mechanistic insight deemed to exert an impact on the field.