Trial reportJournal of applied physiology (Bethesda, Md. : 1985)2015
Noninvasive assessment of muscle temperature during rest, exercise, and postexercise recovery in different environments.
Trial report in Journal of applied physiology (Bethesda, Md. : 1985), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effects of age on human skeletal muscle: a systematic review and meta-analysis of myosin heavy chain isoform protein expression, fiber size, and distribution.American journal of physiology. Cell physiology · 2024Pooled it
- Cold Water Immersion Does Not Enhance Recovery and Performance After High-Intensity Interval Dorsiflexion Exercise.Scandinavian journal of medicine & science in sports · 2025Trial
- Isometric slow- and fast-contracting skeletal muscle fibres have more similar cellular and molecular properties at 37°C than at 25°C in older adults.The Journal of physiology · 2026Article
- Phosphate and acidosis cause fibre type-specific changes to cellular and molecular contractile mechanics at 37°C in skeletal muscle from older adults.Experimental physiology · 2026Article
- Common and Divergent Physiological Responses to Hypoxia and Heat.Sports medicine (Auckland, N.Z.) · 2026Review
- Mechanisms Underlying the Rarity of Skeletal Muscle Cancers.International journal of molecular sciences · 2024Review
- Locally applied heat stress during exercise training may promote adaptations to mitochondrial enzyme activities in skeletal muscle.Pflugers Archiv : European journal of physiology · 2024Article
- Article
- Carbohydrate, but not fat, oxidation is reduced during moderate-intensity exercise performed in 33 vs. 18 °C at matched heart rates.European journal of applied physiology · 2023Article
- Bilateral Knee Joint Cooling on Anaerobic Capacity and Wheel Cadence during Sprint Cycling Intervals.Healthcare (Basel, Switzerland) · 2022Article
- Article
- Thermal Imaging Following Exercise in Working Dogs.Frontiers in veterinary science · 2021Article
- The effects of lower body passive heating combined with mixed-method cooling during half-time on second-half intermittent sprint performance in the heat.European journal of applied physiology · 2019Article
- Thermoregulatory responses in exercising rats: methodological aspects and relevance to human physiology.Temperature (Austin, Tex.)Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We introduced noninvasive and accurate techniques to estimate muscle temperature (Tm) of vastus lateralis (VL), triceps brachii (TB), and trapezius (TRAP) during rest, exercise, and postexercise recovery using the insulation disk (iDISK) technique. Thirty-six volunteers (24 men, 12 women; 73.0 ± 12.2 kg; 1.75 ± 0.07 m; 24.4 ± 5.5 yr; 49.2 ± 6.8 ml·kg(-1)·min(-1) peak oxygen uptake) underwent periods of rest, cycling exercise at 40% of peak oxygen uptake, and postexercise recovery in three environments: Normal (24°C, 56% relative humidity), Hot-Humid (30°C, 60% relative humidity), and Hot-Dry (40°C, 24% relative humidity). Participants were randomly allocated into the "model" and the "validation" groups. Results in the model group demonstrated that Tm (VL: 36.65 ± 1.27°C; TB: 35.76 ± 1.73°C; TRAP: 36.53 ± 0.96°C) was increased compared with iDISK (VL: 35.67 ± 1.71°C; TB: 34.77 ± 2.27°C; TRAP: 35.98 ± 1.34°C) across all environments (P < 0.001). Stepwise regression analysis generated models that accurately predicted Tm (predTm) of VL (R(2) = 0.73-0.91), TB (R(2) = 0.85-0.93), and TRAP (R(2) = 0.84-0.86) using iDISK and the difference between the current iDISK temperature and that recorded between 1 and 4 min before. Cross-validation analyses in the validation group demonstrated small differences (P < 0.05) of no physiological significance, small effect size of the differences, and strong associations (r = 0.85-0.97; P < 0.001) between Tm and predTm. Moreover, narrow 95% limits of agreement and low percent coefficient of variation were observed between Tm and predTm. It is concluded that the developed noninvasive, practical, and inexpensive techniques provide accurate estimations of VL, TB, and TRAP Tm during rest, cycling exercise, and postexercise recovery.
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