Evidence map›Paper›PMID 42137179›Full record

ArticleFrontiers in physiology2026

Physiological associations with heart rate-speed decoupling during a half-marathon in adolescent endurance runners.

Weiyu Wang, Ruihang Zhou, Guangze He, Yumeng Si, Yongqin Cao, Pengxi Zheng, Wei Zi

Abstract read
In one paragraph

Article in Frontiers in physiology, 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
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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

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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.

Weiyu WangSports Training Research Center, China Institute of Sport Science, Beijing, China.
Ruihang ZhouSports Training Research Center, China Institute of Sport Science, Beijing, China.
Guangze HeSports Training Research Center, China Institute of Sport Science, Beijing, China.
Yumeng SiSports Training Research Center, China Institute of Sport Science, Beijing, China.
Yongqin CaoSports Training Research Center, China Institute of Sport Science, Beijing, China.
Pengxi ZhengSports Training Research Center, China Institute of Sport Science, Beijing, China.
Wei ZiSports Training Research Center, China Institute of Sport Science, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: From a process-oriented perspective of endurance durability, this exploratory study aimed to characterize the dynamic evolution of heart rate-running speed decoupling during a simulated half-marathon in adolescent endurance athletes and to examine phase-specific associations between decoupling characteristics and physiological regulation. Methods: Thirteen adolescent endurance runners with systematic endurance training completed a 21.1-km simulated half-marathon under self-paced conditions. Heart rate and running speed were recorded continuously and aggregated into consecutive 2-km distance segments. Internal and external loads were normalized to individual maximal heart rate and running speed at VO Results: Heart rate-running speed decoupling increased progressively throughout the run and showed substantial inter-individual variability. The median decoupling onset occurred at 10.0 km (interquartile range: 7.0-12.0 km). An earlier onset was associated with greater concurrent increases in core body temperature (ρ = -0.579, Discussion: During a simulated half-marathon, heart rate-running speed decoupling evolved progressively in adolescent endurance athletes and demonstrated marked inter-individual variability. Decoupling onset and maximal magnitude were primarily associated with thermoregulatory and electrolyte-related physiological loads during the early to middle stages of exercise, whereas decoupling dynamics in the latter stage were more closely aligned with physiological responses related to energy supply regulation. These findings support heart rate-running speed decoupling as a durability-related indicator with phase-specific physiological characteristics during prolonged endurance exercise.

Indexed as

adolescent endurance runnersdurabilityenergy supply regulationheart rate–speed decouplingthermoregulation

Identifiers

PMID42137179
PMCPMC13167590

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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.