SynthesisSports medicine - open2023
Heart Rate Variability-Derived Thresholds for Exercise Intensity Prescription in Endurance Sports: A Systematic Review of Interrelations and Agreement with Different Ventilatory and Blood Lactate Thresholds.
Synthesis in Sports medicine - open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
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Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Agreement Between Heart Rate Variability - Derived vs. Ventilatory and Lactate Thresholds: A Systematic Review with Meta-Analyses.Sports medicine - open · 2024Pooled it
- Correlation properties of heart rate variability for exercise prescription during prolonged running at constant speeds: A randomized cross-over trial.European journal of sport science · 2024Trial
- Correlation Properties of Heart Rate Variability for Exercise Intensity Monitoring and Prescription During Constant-Load Cycling: A Comparison With Traditional Physiological Variables.European journal of sport science · 2026Article
- DFAα1 as an intensity-sensitive biomarker for exercise prescription: a prospective cross-sectional study in healthy young adults.European journal of applied physiology · 2026Article
- Unlocking high-intensity performance thresholds through ventilatory signatures in the ECG.Scientific reports · 2026Article
- Agreement between heart rate variability-derived and lactate/ventilatory thresholds during a 4-min stepwise incremental cycling test in male adults.Physiological reports · 2026Article
- Taking heart rate variability to the next level in sports: towards a multi-signal integration.Frontiers in sports and active living · 2026Article
- The herbal pair ofFrontiers in nutrition · 2026Article
- Prehypertension in young physically active adults: early vascular alterations and implications for exercise-intensity prescription.Frontiers in cardiovascular medicine · 2026Article
- Non-invasive prediction of the first ventilatory threshold in Chinese patients with chronic heart failure for personalized exercise prescription.Frontiers in cardiovascular medicine · 2026Article
- Study on the effects of 4 × 4 min high-intensity interval training frequency on cardiorespiratory function, metabolic indices, and exercise performance in male university students.Frontiers in physiology · 2026Article
- Detection of exercise intensity thresholds in patients with chronic heart failure based on correlation properties of heart rate variability.European journal of applied physiology · 2025Article
- Heart rate thresholds as integrative biomarkers: a systems approach to exercise physiology and cardiovascular regulation.European journal of applied physiology · 2025Review
- Beyond FITT: addressing density in understanding the dose-response relationships of physical activity with health-an example based on brain health.European journal of applied physiology · 2025Review
- HRV-Based Thresholds in Rowing: Validity and Reliability Assessment.European journal of sport science · 2025Article
- Resting HRV Sample Entropy Predicts the Magnitude of Post-Exercise Vagal Withdrawal in Young Adults.Medicina (Kaunas, Lithuania) · 2025Article
- Detrended fluctuation analysis of heart rate variability during exercise: Time to reconsider the theoretical and methodological background. Comment on: Cassirame et al.`s (2025) Detrended fluctuation analysis to determine physiologic thresholds, investigation and evidence from incremental cycling test. Eur J Appl Physiol 125:523-533.European journal of applied physiology · 2025Article
- The accuracy of fixed intensity anchors to estimate lactate thresholds in recreational runners.European journal of applied physiology · 2025Article
- Electrophoretic digital colorimetry integrated with electrochemical sweat sensor.Science advances · 2025Article
- Detrended fluctuation analysis to determine physiologic thresholds, investigation and evidence from incremental cycling test.European journal of applied physiology · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundExercise intensities are prescribed using specific intensity zones (moderate, heavy, and severe) determined by a 'lower' and a 'higher' threshold. Typically, ventilatory (VT) or blood lactate thresholds (LT), and critical power/speed concepts (CP/CS) are used. Various heart rate variability-derived thresholds (HRVTs) using different HRV indices may constitute applicable alternatives, but a systematic review of the proximity of HRVTs to established threshold concepts is lacking.
objectiveThis systematic review aims to provide an overview of studies that determined HRVTs during endurance exercise in healthy adults in comparison with a reference VT and/or LT concept.
methodsA systematic literature search for studies determining HRVTs in healthy individuals during endurance exercise and comparing them with VTs or LTs was conducted in Scopus, PubMed and Web of Science (until January 2022). Studies claiming to describe similar physiological boundaries to delineate moderate from heavy (HRVTlow vs. VTlow and/or LTlow), and heavy from severe intensity zone (HRVThigh vs. VThigh and/or LThigh) were grouped and their results synthesized.
resultsTwenty-seven included studies (461 participants) showed a mean difference in relative HR between HRVTlow and VTlow of - 0.6%bpm in weighted means and 0.02%bpm between HRVTlow and LTlow. Bias between HR at HRVTlow and VTlow was 1 bpm (limits of agreement (LoA): - 10.9 to 12.8 bpm) and 2.7 bpm (LoA: - 20.4 to 25.8 bpm) between HRVTlow and LTlow. Mean difference in HR between HRVThigh and VThigh was 0.3%bpm in weighted means and 2.9%bpm between HRVThigh and LThigh while bias between HR at HRVThigh and VThigh was - 4 bpm (LoA: - 17.9 to 9.9 bpm) and 2.5 bpm (LoA: - 12.1 to 17.1 bpm) between HRVThigh and LThigh.
conclusionHRVTlow seems to be a promising approach for the determination of a 'lower' threshold comparable to VTlow and potentially for HRVThigh compared to VThigh, although the latter needs further empirical evaluation. LoA for both intensity zone boundaries indicates bias of HRVTs on an individual level. Taken together, HRVTs can be a promising alternative for prescribing exercise intensity in healthy, male athletes undertaking endurance activities but due to the heterogeneity of study design, threshold concepts, standardization, and lack of female participants, further research is necessary to draw more robust and nuanced conclusions.
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