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. 2019 Apr 17:10:443.
doi: 10.3389/fphys.2019.00443. eCollection 2019.

Dose-Response Relationship Between External Load Variables, Body Composition, and Fitness Variables in Professional Soccer Players

Filipe Manuel Clemente  1   2 , Pantelis Theodoros Nikolaidis  3 , Thomas Rosemann  4 , Beat Knechtle  4   5
Affiliations

Dose-Response Relationship Between External Load Variables, Body Composition, and Fitness Variables in Professional Soccer Players

Filipe Manuel Clemente et al. Front Physiol. .

Abstract

The aim of this study was to test associations between accumulated external load and changes in body composition, isokinetic strength, and aerobic capacity of soccer players. Twenty-three professional soccer players (age: 24.7 ± 2.8 years; height: 179.2 ± 6.3; experience: 9.7 ± 2.1 years) participated in this study. This pre-post study design was performed during 10 weeks from July to August of 2017 (4 weeks of pre-season and 6 weeks during the early season). Players were monitored daily by GPS technology and were assessed before and after a 10-week period in terms of body mass (BM), fat mass, lean mass, isokinetic strength at 60°/s, VO2max, and HRmax. Large-to-very large positive correlations were found between the sum of sprinting distance and % differences of BM [0.70, (-0.09;0.95)], HRmax [0.51, (-0.37;0.91)], agonist (quadriceps)/antagonist (hamstrings) left ratio [0.84, (0.27;0.97)] and agonist/antagonist right ratio [0.92, (0.58;0.99)]. Large positive correlations were found between the acceleration sum and % differences of VO2max [0.58, (-0.29;0.92)], quadriceps left peak torque [0.66, (-0.16;0.94)], hamstrings left peak torque [0.68, (-0.13;0.94)] and hamstrings right peak torque [0.62, (-0.22;0.93)]. Sprinting load was largely and positively associated with changes in knee strength asymmetries. Acceleration sum was largely and positively correlated with variations at VO2max and peak torques at hamstrings. In addition, dose-response relationships using external load variables were identified in professional soccer players.

Keywords: VO2max; association football; body fat; dose-response; external load; isokinetic.

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Figures

FIGURE 1
FIGURE 1
Between-week (w) variations of the sum of load variables for all players. Data are means (±SD). (A) weekly sum of duration; (B) weekly sum of total distance (TD); (C) weekly sum of sprinting distance (SD); and (D) weekly sum of accelerations (AS).
FIGURE 2
FIGURE 2
Correlation coefficients (90%CI) of (A) sum of duration and (B) sum of total distance with % of differences (pre-post) of body composition and fitness variables.
FIGURE 3
FIGURE 3
Correlation coefficients (90%CI) of (A) sum of sprinting distance and (B) acceleration sum with % of differences (pre-post) of body composition and fitness variables. BM, body mass; FM, fat mass; LM, lean mass; VO2max, maximal oxygen consumption; HRmax, maximal heart rate; PTLQ, peak torque left anterior (quadriceps); PTRQ, peak torque right anterior (quadriceps); PTLP, peak torque left posterior (hamstrings); PTRP, peak torque right posterior (hamstrings); QUADS/HAMS, quadriceps/hamstrings.
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