Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players

The lactate threshold (LT) and the associated running velocities are important markers used to define physical readiness and prescribe exercise intensity in athletes. This study examined blood LT during maximal cardiopulmonary exercise testing using four methods: visual inspection, log-to-log transf...

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Main Authors: Marcos Michaelides, Koulla Parpa
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
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Online Access:https://www.mdpi.com/2076-3417/15/3/1399
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author Marcos Michaelides
Koulla Parpa
author_facet Marcos Michaelides
Koulla Parpa
author_sort Marcos Michaelides
collection DOAJ
description The lactate threshold (LT) and the associated running velocities are important markers used to define physical readiness and prescribe exercise intensity in athletes. This study examined blood LT during maximal cardiopulmonary exercise testing using four methods: visual inspection, log-to-log transformation, the Dmax method, and the 4 mmol/L fixed blood lactate accumulation (FBLA) method. The participants included 96 soccer players, comprising 52 professional (27.37 ± 5.67 years) and 44 elite youth players (16.20 ± 0.8 years). A total of 554 capillary blood lactate samples were analyzed. Bland–Altman and ICC analyses for running velocities, determined using the four LT detection methods, demonstrated poor agreement in both groups. Results indicated that the youth players had significantly (<i>p</i> < 0.05) higher <i>V̇</i>O<sub>2</sub> max (59.89 ± 5.6 mL·kg<sup>−1</sup>·min<sup>−1</sup>) compared to the professional players (56.43 ± 4.81 mL·kg<sup>−1</sup>·min<sup>−1</sup>). However, the professional players had significantly better running performance and running economy. A two-way ANOVA revealed a main effect of playing standard, with professional players exhibiting significantly higher 4 mmol/L FBLA LT compared to youth players. A mixed-design ANOVA indicated a significant (<i>p</i> < 0.01) interaction, with the youth exhibiting higher lactate accumulation only after completing the 18 km/h stage. Therefore, youth and professional players should not use the different LT concepts interchangeably. Additionally, the 4 mmol/L FBLA LT method appears to be more robust for youth soccer players.
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spelling doaj-art-bdfbcfbc2e5c444dae7f7516b954b4aa2025-08-20T02:12:40ZengMDPI AGApplied Sciences2076-34172025-01-01153139910.3390/app15031399Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer PlayersMarcos Michaelides0Koulla Parpa1Sport and Exercise Science, UCLan University of Cyprus, 7080 Larnaka, CyprusSport and Exercise Science, UCLan University of Cyprus, 7080 Larnaka, CyprusThe lactate threshold (LT) and the associated running velocities are important markers used to define physical readiness and prescribe exercise intensity in athletes. This study examined blood LT during maximal cardiopulmonary exercise testing using four methods: visual inspection, log-to-log transformation, the Dmax method, and the 4 mmol/L fixed blood lactate accumulation (FBLA) method. The participants included 96 soccer players, comprising 52 professional (27.37 ± 5.67 years) and 44 elite youth players (16.20 ± 0.8 years). A total of 554 capillary blood lactate samples were analyzed. Bland–Altman and ICC analyses for running velocities, determined using the four LT detection methods, demonstrated poor agreement in both groups. Results indicated that the youth players had significantly (<i>p</i> < 0.05) higher <i>V̇</i>O<sub>2</sub> max (59.89 ± 5.6 mL·kg<sup>−1</sup>·min<sup>−1</sup>) compared to the professional players (56.43 ± 4.81 mL·kg<sup>−1</sup>·min<sup>−1</sup>). However, the professional players had significantly better running performance and running economy. A two-way ANOVA revealed a main effect of playing standard, with professional players exhibiting significantly higher 4 mmol/L FBLA LT compared to youth players. A mixed-design ANOVA indicated a significant (<i>p</i> < 0.01) interaction, with the youth exhibiting higher lactate accumulation only after completing the 18 km/h stage. Therefore, youth and professional players should not use the different LT concepts interchangeably. Additionally, the 4 mmol/L FBLA LT method appears to be more robust for youth soccer players.https://www.mdpi.com/2076-3417/15/3/1399Dmaxfootballfixed blood lactate accumulation
spellingShingle Marcos Michaelides
Koulla Parpa
Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
Applied Sciences
Dmax
football
fixed blood lactate accumulation
title Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
title_full Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
title_fullStr Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
title_full_unstemmed Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
title_short Lactate Profiling and the Agreement Among Various Lactate Threshold Methods in Professional and Youth Soccer Players
title_sort lactate profiling and the agreement among various lactate threshold methods in professional and youth soccer players
topic Dmax
football
fixed blood lactate accumulation
url https://www.mdpi.com/2076-3417/15/3/1399
work_keys_str_mv AT marcosmichaelides lactateprofilingandtheagreementamongvariouslactatethresholdmethodsinprofessionalandyouthsoccerplayers
AT koullaparpa lactateprofilingandtheagreementamongvariouslactatethresholdmethodsinprofessionalandyouthsoccerplayers