Evidence map›Paper›PMID 41826976›Full record

SynthesisJournal of translational medicine2026

Performance changes during and post-exercise in combined heat and hypoxia environments: a systematic review and network meta analysis.

Jianfeng Huang, Weiqing Huang, Wenxuan Yang, Jun Lei, Yuqing Wang, Xin Dong, Daiyu Zhu

Abstract readSystematic ReviewNetwork Meta-Analysis
In one paragraph

Synthesis in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jianfeng Huang *Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Weiqing Huang *Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Wenxuan YangHubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Jun LeiHubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Yuqing WangHubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Xin DongHubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China.
Daiyu ZhuHubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Hubei Provincial Clinical Medical Research Center for Nephropathy, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China. 2005052@hbmzu.edu.cn.ORCID 0009-0008-7437-794X

Funding

the Hubei Provincial Natural Science Foundation No.2023AFD070
6 · The paper itself

Abstract

backgroundThis study aims to compare exercise performance, as well as physiological, and psychological changes, when individuals exercise both during and after exposure to the heat environment (HEAT), the hypoxia environment (HYP), and the combined heat and hypoxia environment (CHH).

methodsKey physiological and psychological indicators such as maximal oxygen consumption, environmental temperature, oxygen uptake, blood oxygen saturation, heart rate, core temperature, skin temperature, ratings of perceived exertion, thermal sensation, plasma volume, and lactate levels were extracted for review. 23 publications were subjected to risk of bias and quality assessments. Paired meta-analysis based on a random effects model was used to examine the effects of HEAT, HYP, and CHH on these indicators. Bayesian Framework model-based network meta-analysis in STATA software was employed for statistical analysis. Post-exposure data were divided into subgroups based on the exposure duration, long-term (≥ 14 days) or short-term (< 14 days), and all data were analyzed with a 95% confidence interval.

resultsThis study analyzed data from 23 studies with 414 healthy participants. During exposure, hypoxia environment significantly decreased exercise performance and oxygen uptake while increasing ratings of perceived exertion. Similarly, both heat environment and combined heat and hypoxia environment impaired the performance and increased the heart rate, core temperature, and skin temperature. In long term post-exposure, heat environment acclimation significantly improved thermal sensation. In short term post-exposure, both combined heat and hypoxia environment and heat environment significantly improved plasma volume and lactate, compared to the control and hypoxia environment conditions.

conclusionThe Network Meta-Analysis shed light on performance changes under heat environment, hypoxia environment, and combined heat and hypoxia environment, noting reductions in exercise capacity in all conditions, especially combined heat and hypoxia environment. Minor improvements were observed after exposure to the environments, particularly in lactate levels and plasma volume after short term acclimation to the combined heat and hypoxia environment Our study emphasized the importance of physiological adaptations to tackle extreme environments, offering potential insights for sports training and guidelines for high-altitude activities.

Indexed as

ExerciseHot TemperatureHypoxiaHeart RateHumansOxygen ConsumptionPublication BiasCombined heat and hypoxiaExerciseHeatHypoxiaPerformance

Identifiers

PMID41826976
PMCPMC12988610

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.