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Methodological approach to assess cardiovascular dynamics in elite cyclists
Manuel Mateo-March1, Alejandro Javaloyes1, Iván Peña-González1
1Department of Sport Sciences, Sports Research Centre, Miguel Hernández University, Elche, Spain.
Methodsx
|July 29, 2025
Summary
Elite cyclists exhibit superior cardiovascular responsiveness. This study reveals higher heart rate increase rates and modulation in top performers during races, offering insights for training optimization.
Area of Science:
- Sports Science
- Exercise Physiology
- Biomechanical Analysis
Background:
- Optimizing professional cycling performance requires detailed analysis of physiological responses.
- Understanding cardiovascular reactivity and power output is crucial for elite endurance athletes.
- Existing methods may not fully capture the dynamic physiological changes during prolonged, high-intensity cycling events.
Purpose of the Study:
- To introduce a novel time-series method for analyzing cardiovascular reactivity and power output in elite cyclists.
- To assess heart rate dynamics and effort intensity relative to critical power (CP) throughout monument races.
- To identify physiological markers differentiating top-tier cyclists from their peers.
Main Methods:
- Integration of power meter and heart rate data for comprehensive physiological profiling.
- Normalization of power output to critical power (CP) for standardized effort intensity assessment.
- Application of sigmoid modeling to quantify heart rate rise and cardiovascular responsiveness across race quartiles.
Main Results:
- Top 10 cyclists demonstrated significantly higher heart rate increase rates in the first quartile (Q1) (p < 0.05).
- Elite cyclists exhibited greater heart rate modulation in Q1 and Q3 compared to cyclists ranked 11-30 (p < 0.05).
- Findings indicate superior cardiovascular responsiveness and adaptability in the highest-ranked professional cyclists.
Conclusions:
- The novel time-series method provides a reliable approach to assess cardiovascular dynamics in elite cyclists.
- The method highlights key physiological differences, particularly cardiovascular responsiveness, between top-performing and other professional cyclists.
- This reproducible R-based methodology can inform training strategies for coaches and sports scientists, with potential applications in other endurance sports.
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