Exercise & FitnessResearch PaperOpen Access

Elite Athletes Challenge Traditional Sports Classification in Cardio Testing Study

Study of 1,033 Olympic athletes reveals significant overlap between power and mixed sports categories in cardiopulmonary fitness measures.

Saturday, April 4, 2026 0 views
Published in J Clin Med
Elite athlete on stationary bike during cardiopulmonary testing with breathing mask and monitoring equipment in sports medicine lab

Summary

Researchers tested 1,033 elite athletes preparing for the 2023 European Games and 2024 Olympics using cardiopulmonary exercise testing (CPET). The study examined whether the European Society of Cardiology's sports classification system, which groups sports into skill, power, mixed, and endurance categories based on cardiac adaptations, also reflects functional fitness differences. Results showed clear distinctions between skill and endurance athletes, but significant overlap between power and mixed sport categories in key measures like VO2 max and oxygen pulse, suggesting the current classification may not fully capture functional differences.

Detailed Summary

This comprehensive study challenges the current European Society of Cardiology (ESC) sports classification system by examining whether morphological cardiac adaptations truly reflect functional fitness differences across sport categories. Researchers conducted cardiopulmonary exercise testing (CPET) on 1,033 elite athletes (46.8% female, mean age 25.6 years) preparing for major international competitions including the 2023 European Games and 2024 Olympics.

The athletes were classified into four ESC categories: skill sports (14.1%), power sports (33.2%), mixed sports (33.3%), and endurance sports (19.4%). CPET was performed using cycle ergometry with ramp protocols, measuring key parameters including VO2 max, oxygen pulse, power output, and ventilatory efficiency.

Results revealed a clear functional hierarchy for some parameters. Oxygen pulse showed incremental increases across categories: skill (14.9 ± 3.8 mL/beat), power (17.5 ± 4.6 mL/beat), mixed (19 ± 4.3 mL/beat), and endurance (22.7 ± 5.8 mL/beat) (p < 0.0001). Similarly, VO2 max ranged from 36.3 ± 7.9 mL/min/kg in skill sports to 52.4 ± 9.7 mL/min/kg in endurance sports (p < 0.0001).

However, significant overlap emerged between power and mixed categories. Power athletes actually showed higher VO2 max than mixed athletes (42 ± 7.7 vs. 40.5 ± 5.8 mL/min/kg, p = 0.005) and higher METs (12 ± 2.3 vs. 11.5 ± 1.8, p = 0.008). No significant differences were found between these groups for maximum ventilation, tidal volume, or second lactate threshold parameters.

These findings suggest that while the ESC classification effectively distinguishes between skill and endurance sports based on cardiac morphology, it may not adequately capture the functional overlap between power and mixed disciplines. The study provides valuable reference ranges for CPET parameters in elite athletes and highlights the need for a more nuanced classification system that incorporates both morphological and functional assessments for optimal sports medicine applications.

Key Findings

  • Oxygen pulse increased incrementally across sport categories: skill 14.9 ± 3.8 mL/beat, power 17.5 ± 4.6 mL/beat, mixed 19 ± 4.3 mL/beat, endurance 22.7 ± 5.8 mL/beat (p < 0.0001)
  • VO2 max ranged from 36.3 ± 7.9 mL/min/kg in skill sports to 52.4 ± 9.7 mL/min/kg in endurance sports (p < 0.0001)
  • Power athletes showed higher VO2 max than mixed athletes (42 ± 7.7 vs. 40.5 ± 5.8 mL/min/kg, p = 0.005)
  • Power athletes achieved higher METs than mixed athletes (12 ± 2.3 vs. 11.5 ± 1.8, p = 0.008)
  • No significant differences found between power and mixed athletes for maximum ventilation (100.9 ± 28 vs. 104.7 ± 27 L/min, p = 0.075)
  • Mixed-discipline athletes were tallest with highest body weight and body surface area compared to other categories (p < 0.0001)
  • Zero endurance athletes were smokers compared to 15.1% of skill athletes and 13.4% of mixed athletes (p < 0.0001)

Methodology

Cross-sectional study of 1,033 elite athletes preparing for 2023 European Games and 2024 Olympics. CPET performed on cycle ergometer using ramp protocol with 15-30 Watt increments based on gender and sport. Breath-by-breath metabolimetry measured oxygen consumption and CO2 production. Statistical analysis used Student's t-tests for between-group comparisons and Dunn test for multiple group comparisons, with p < 0.05 considered significant.

Study Limitations

Study limited to cycle ergometry testing which may not reflect sport-specific demands for all disciplines. Cross-sectional design prevents assessment of training adaptations over time. Classification system based on ESC guidelines may not capture the full spectrum of physiological demands across all 42 sports disciplines studied. No mention of potential conflicts of interest or funding sources that could influence results.

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