Gastrocnemius muscle oxygenation asymmetry as a predictor of exercise intensity in professional soccer players: a cross-sectional study

Abstract Purpose Recently, muscle imbalances have been studied using muscle oxygen saturation (SmO 2 ) in both legs, from which the variable muscle oxygen saturation asymmetry (MO 2 Asy) was derived. The study aimed to measure the predictive capacity of MO 2 Asy across different stages of a graded exercise test (GXT). Methods This was a cross-sectional study. Thirty male players (years: 24 ± 6 and 8 ± 3 years of experience in professional soccer) performed a GXT, and the following parameters were measured: maximum oxygen consumption ( V O 2 max), respiratory quotient (RQ), ventilation, heart rate, and rating of perceived exertion (RPE). Near-infrared spectroscopy (NIRS) technology was also used to assess MO 2 Asy in the gastrocnemius muscle (GM). A Bayesian ANOVA, Pearson correlation with linear regressions, and a predictive test of the receiver operating characteristic curves were applied. Results MO 2 Asy analysis revealed changes from Fatmax and VT1—low-intensity domain to VT2 and V O 2 max—high-intensity domain (BF 10 = 7.988; p = 0.096; ES = 0.054). The MO 2 Asy significantly influenced RQ ( r 2 = 71.2%; p < 0.001) and VO 2 max ( r 2 = 75.6%; p < 0.001). Exercise intensity thresholds were established: VT1 (MO 2 Asy = 28% to 16%; p = 0.040) and VT2 (MO 2 Asy = ≤ 15%; p = 0.012). Conclusion MO₂Asy decreases with increasing exercise intensity. It is proposed that high-intensity exercise would be characterized by values around ≤ 15% of MO 2 Asy in the GM muscle. Although the vastus lateralis has been the preferred site in most studies using NIRS, the GM offers practical advantages that make it more accessible and easier to evaluate, especially in clinical settings and in the field with professional soccer players.

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Publication Details

Journal
Sport Sciences for Health
Published
2025-07-16
DOI
https://doi.org/10.1007/s11332-025-01479-7
Citations
1
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
1.72

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article

Gastrocnemius muscle oxygenation asymmetry as a predictor of exercise intensity in professional soccer players: a cross-sectional study

Braulio Sánchez‐Ureña, Aldo A. Vasquez-Bonilla, Alexis Ugalde-Ramírez, Rafael Timón et al.
1 citations
Sport Sciences for Health
Sports Performance and Training
1.72
article

Gastrocnemius muscle oxygenation asymmetry as a predictor of exercise intensity in professional soccer players: a cross-sectional study

Braulio Sánchez‐Ureña, Aldo A. Vasquez-Bonilla, Alexis Ugalde-Ramírez, Rafael Timón, José Trejos-Montoya, Guillermo J Olcina, Daniel Rojas‐Valverde
article en
1 citations

Abstract

Abstract Purpose Recently, muscle imbalances have been studied using muscle oxygen saturation (SmO 2 ) in both legs, from which the variable muscle oxygen saturation asymmetry (MO 2 Asy) was derived. The study aimed to measure the predictive capacity of MO 2 Asy across different stages of a graded exercise test (GXT). Methods This was a cross-sectional study. Thirty male players (years: 24 ± 6 and 8 ± 3 years of experience in professional soccer) performed a GXT, and the following parameters were measured: maximum oxygen consumption ( V O 2 max), respiratory quotient (RQ), ventilation, heart rate, and rating of perceived exertion (RPE). Near-infrared spectroscopy (NIRS) technology was also used to assess MO 2 Asy in the gastrocnemius muscle (GM). A Bayesian ANOVA, Pearson correlation with linear regressions, and a predictive test of the receiver operating characteristic curves were applied. Results MO 2 Asy analysis revealed changes from Fatmax and VT1—low-intensity domain to VT2 and V O 2 max—high-intensity domain (BF 10 = 7.988; p = 0.096; ES = 0.054). The MO 2 Asy significantly influenced RQ ( r 2 = 71.2%; p < 0.001) and VO 2 max ( r 2 = 75.6%; p < 0.001). Exercise intensity thresholds were established: VT1 (MO 2 Asy = 28% to 16%; p = 0.040) and VT2 (MO 2 Asy = ≤ 15%; p = 0.012). Conclusion MO₂Asy decreases with increasing exercise intensity. It is proposed that high-intensity exercise would be characterized by values around ≤ 15% of MO 2 Asy in the GM muscle. Although the vastus lateralis has been the preferred site in most studies using NIRS, the GM offers practical advantages that make it more accessible and easier to evaluate, especially in clinical settings and in the field with professional soccer players.

Sport Sciences for HealthVol. 21(4)
Universidad Nacional (CR), Universidad de Extremadura (ES)
Ministerio de Ciencia, Innovación y Universidades, Universidad de Extremadura
Openalex Percentile: Top 16%
Sports Performance and Training
1.72
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