TY - JOUR
T1 - Modeling lactate threshold in cycling-influence of sex, maximal oxygen uptake, and cost of cycling in young athletes
AU - Fischer, Jonas
AU - Hävecker, Finn
AU - Ji, Sanghyeon
AU - Wahl, Patrick
AU - Keller, Sebastian
N1 - © 2025. The Author(s).
PY - 2025/4/12
Y1 - 2025/4/12
N2 - PURPOSE: Understanding physiological determinants of lactate threshold 2 (LT2) is crucial for tracking adaptations and deriving individualized training recommendations in cycling. Therefore, the study investigated: 1. the accuracy of modeling power output at LT2 in young athletes of both sexes using maximal oxygen uptake ( V ˙ O 2 peak ), fractional utilization of V ˙ O 2 peak (% V ˙ O 2 peak ), and oxygen cost of cycling (Cc); 2. the influence of Cc determination on the model accuracy; 3. the influence of the model predictors and inclusion of maximal lactate accumulation rate ( c ˙ L a max ) on power at LT2 depending on sex.METHODS: Eighty-three cyclists and triathletes (22 females, 61 males; age [median and IQR]: 14.6 [13.8-17.6] years, V ˙ O 2 peak [mean ± SD]: 59.2 ± 6.5 mL⋅kg-1⋅min-1) performed an incremental test to determine power at LT2, V ˙ O 2 peak , % V ˙ O 2 peak at LT2, and Cc (assessed at 3 W⋅kg-1, 75% V ˙ O 2 peak , and 90% LT2).RESULTS: Modeled and experimentally determined power at LT2 demonstrated excellent agreement for all, male and female athletes (ICC ≥ 0.961), with Cc at 90% LT2 providing the highest accuracy (ICC ≥ 0.986). The three physiological determinants explained ≥ 98% of the variance in power at LT2, with the largest unique contribution from V ˙ O 2 peak (62 and 67% of total R 2 ), followed by Cc (8 and 34%) and % V ˙ O 2 peak at LT2 (5 and 12%) in males and females, respectively, while c ˙ L a max did not improve the regression.CONCLUSION: V ˙ O 2 peak , % V ˙ O 2 peak at LT2 and Cc accurately predict power at LT2 in young cycling athletes independent of sex, with determination of Cc at 90% LT2 providing the highest accuracy. While V ˙ O 2 peak contributes most to LT2 in both sexes, Cc appears more important in young females.
AB - PURPOSE: Understanding physiological determinants of lactate threshold 2 (LT2) is crucial for tracking adaptations and deriving individualized training recommendations in cycling. Therefore, the study investigated: 1. the accuracy of modeling power output at LT2 in young athletes of both sexes using maximal oxygen uptake ( V ˙ O 2 peak ), fractional utilization of V ˙ O 2 peak (% V ˙ O 2 peak ), and oxygen cost of cycling (Cc); 2. the influence of Cc determination on the model accuracy; 3. the influence of the model predictors and inclusion of maximal lactate accumulation rate ( c ˙ L a max ) on power at LT2 depending on sex.METHODS: Eighty-three cyclists and triathletes (22 females, 61 males; age [median and IQR]: 14.6 [13.8-17.6] years, V ˙ O 2 peak [mean ± SD]: 59.2 ± 6.5 mL⋅kg-1⋅min-1) performed an incremental test to determine power at LT2, V ˙ O 2 peak , % V ˙ O 2 peak at LT2, and Cc (assessed at 3 W⋅kg-1, 75% V ˙ O 2 peak , and 90% LT2).RESULTS: Modeled and experimentally determined power at LT2 demonstrated excellent agreement for all, male and female athletes (ICC ≥ 0.961), with Cc at 90% LT2 providing the highest accuracy (ICC ≥ 0.986). The three physiological determinants explained ≥ 98% of the variance in power at LT2, with the largest unique contribution from V ˙ O 2 peak (62 and 67% of total R 2 ), followed by Cc (8 and 34%) and % V ˙ O 2 peak at LT2 (5 and 12%) in males and females, respectively, while c ˙ L a max did not improve the regression.CONCLUSION: V ˙ O 2 peak , % V ˙ O 2 peak at LT2 and Cc accurately predict power at LT2 in young cycling athletes independent of sex, with determination of Cc at 90% LT2 providing the highest accuracy. While V ˙ O 2 peak contributes most to LT2 in both sexes, Cc appears more important in young females.
U2 - 10.1007/s00421-025-05744-y
DO - 10.1007/s00421-025-05744-y
M3 - Journal articles
C2 - 40220138
SN - 1439-6319
JO - European journal of applied physiology
JF - European journal of applied physiology
ER -