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ORIGINAL RESEARCH article

Front. Physiol.

Sec. Exercise Physiology

Volume 16 - 2025 | doi: 10.3389/fphys.2025.1647810

This article is part of the Research TopicPhysiological Aspects of Marathon RunningView all 6 articles

The effect of XC-running race Lidingöloppet on determinants of performance

Provisionally accepted
  • 1Gymnastik- och idrottshogskolan, Stockholm, Sweden
  • 2Universita Telematica Pegaso, Naples, Italy
  • 3Universita degli Studi di Verona, Verona, Italy
  • 4Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden, Stockholm, Sweden
  • 5Swedish School of Sport and Health Sciences, Stockholm, Sweden
  • 6Karolinska Institutet Institutionen for fysiologi och farmakologi, Stockholm, Sweden

The final, formatted version of the article will be published soon.

Aim: This study aimed to investigate determinants of running performance in a cross-country running race and to examine whether running economy and biomechanics are affected. Moreover, we analysed if the magnitude of change in running economy related to the change in biomechanics, performance and fitness measures. Method: Thirteen runners (12 male, 1 female) with an average 10 km personal best time of 36:46 ± 3:17 (min:s) participated in the 30 km cross-country race, Lidingöloppet. Assessments of submaximal and maximal running physiology, biomechanics and anthropometry were conducted before and immediately after the race. A multiple linear regression model was conducted to explain performance variance. Pearson's correlation analyses examined the relationships between performance and pre-test variables, as well as between changes in running economy and both pre-test fitness measures and changes in biomechanics. Paired Student's t-tests were used to compare pre-and post-race values. Results: Performance was best explained by a model including oxygen uptake at lactate threshold, fat utilization and allometrically scaled running economy (R2=0.918, adjusted R2=0.887, F=29.7, p<0.01). Race performance also correlated with maximal oxygen uptake (VO2max, r=-0.776, p=0.003), fat mass (r=0.646, p=0.032) and velocity at VO2max (vVO2max, r= -0.853, p<0.01). Oxygen cost of running increased (201.8±14 vs 208.4±9.3 mL·kg-1·km-1, p=0.041) whereas respiratory exchange ratio (0.91±0.04 vs 0.85±0.05, p<0.01) and body mass (69.2±7.5 vs 67.6±7.7 kg, p<0.01) were decreased post-race. Energetic cost of running (0.997±0.076 vs 1.015±0.052 kcal·kg-1·km-1, p=0.192) and all biomechanical measurements including cadence, contact time, overstride, vertical displacement and vertical force were unaffected by the race. The magnitude of change in running economy was only related to pre-test running economy (r=-0.749, p=0.003) but not to performance (r=-0.440, p=0.132), other pre-test fitness measures or any changes in biomechanics. Conclusion: The best performance prediction model included oxygen uptake at estimated lactate threshold, fat utilization at submaximal running and allometrically scaled running economy. Oxygen cost of increased post-race, likely due to increased fat oxidation, despite decreased body mass. No changes in biomechanics were observed and changes in running economy could not be explained by changes in biomechanics. Aerobic fitness, anthropometry, and performance were not associated with changes in running economy.

Keywords: Running economy (RE), Running, off-road running, Physiological resilience, VO2max (maximal oxygen uptake)

Received: 16 Jun 2025; Accepted: 03 Sep 2025.

Copyright: © 2025 Rapp, Laterza, Manzi, Von Walden and Cardinale. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Daniele A. Cardinale, Swedish School of Sport and Health Sciences, Stockholm, Sweden

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