Participants
The participants (n = 30) were professional young soccer players that competed in the Iranian Youth Premier League for the Foolad Mobarakeh Sepahan Sport Club. Demographics, inclusion, and exclusion criteria associated with this sample has been previously published in detail [28, 29]. Briefly, participants had to attend all training sessions and refrain from taking any dietary supplements during the study time or for a year afterwards, abstain from any non-team training, and have no records of sensitivity to dietary supplements in the team medical records. We split the team into five general categories due to the variances in energy systems used in different soccer positions: Goalkeepers (n = 2), defenders (n = 8), halfback (n = 8), winger (n = 6), and forwards (n = 5). Subjects were then being randomly divided based on position into a supplementation (betaine, n = 14) or placebo (flour, n = 15) group (Table 1). Before the trial began, all athletes and their parents were informed of the potential hazards and benefits of participation in the study. To participate in the project, both the players and their parents signed a consent document. The study was approved by the University of Isfahan's Ethics Committee before to its launch (IR.UI.REC.1398.102). In this study, researchers based on the Helsinki Declaration (2013) have followed the Human Ethics in Research.
Table 1
Descriptive characteristics of the soccer player (n = 29) U16 by groups.
Variables | Groups | Mean ± SD | Confidence Interval 95% |
Height (cm) | BG | 172.1 ± 2.3 | [ 170.8 to 173.5 ] |
PG | 174.2 ± 4 | [ 171.9 to 176.4 ] |
Body mass (kg) | BG | 59.2 ± 4.8 | [ 56.4 to 61.9 ] |
PG | 65.8 ± 7.0 | [ 61.9 to 69.6 ] |
BMI (kg/m2) | BG | 18.8 ± 4.7 | [ 16.1 to 21.6 ] |
PG | 21.7 ± 1.8 | [ 20.7 to 22.6 ] |
PHV (years) | BG | 13.6 ± 0.2 | [ 13.3 to 13.7 ] |
PG | 13.4 ± 0.5 | [ 13.1 to 13.6 ] |
Maturity Offsets (years) | BG | 1.8 ± 0.2 | [ 1.6 to 2.0 ] |
PG | 2.1 ± 0.4 | [ 1.8 to 2.3 ] |
Age (years) | BG | 15.4 ± 0.3 | [ 15.3 to 15.5 ] |
PG | 15.5 ± 0.2 | [ 15.3 to 15.6 ] |
Body Fat (%) | BG | 8.7 ± 2.7 | [ 7.1 to 10.2 ] |
PG | 9.2 ± 3.5 | [ 7.3 to 11.1 ] |
LBM (kg) | BG | 54.0 ± 4.6 | [ 51.4 to 56.7 ] |
PG | 59.6 ± 5.4 | [ 56.7 to 62.6 ] |
SD: Standard deviation; PG: Placebo group; BG: Betaine group; PHV: Peak height velocity; BMI: Body mass index, LBM: Lean body mass. |
Experimental approach to the problem
The current study had a semi-experimental project with an independent group, pre- (P1), mid- (P2), and post-test (P3). The participants of the professional club academy were divided to two groups randomly based on their particular positions; betaine group (2 g/day; BG) or placebo group (PG). Two hours prior and one hour after training, players took one capsule twice day with 300 ml water. Players were assessed for their fitness status three times during the season. The P1 was evaluated in the week leading up to the season's start; the P2, in the seven weeks following the mid-season; and the P3, in the week following the season's end. For each period of assessment, the players were assessed in five consecutive days. In the first day, assessments of anthropometric, body composition, maturation status, the CMJ, and change of direction (CoD) were performed; On the second day, maximal strength by 1-repetition maximum (1-RM) were measured for the lower and upper body; On the third day, the sprint time (SpT), and acceleration time (AcT); Repeated sprint ability (running-based anaerobic sprint test: RAST), was measured on the fourth day. The aerobic power test was finally performed on the fifth day. During the five-day physical fitness assessments, each player had testing sessions in similar climatic conditions and at the same time [40, 41]. The Newtest Powertimer 300-series testing devise (Newtest Oy, Finland) was used to measure all CMJ, CoD, AcT, SpT, and RAST tests, which has demonstrated good reliability for testing both jumping and running variables in young male soccer players [42].
All anthropometric and body composition measurements were obtained between 8 to 11 A.M [43]. All players presented individual wellness questionnaires before the start of each training session, as well as reporting their rating of perceived exertion (RPE) 30 minutes after each exercise [44–47]. At each stage of evaluated, players recorded their nutrition for three days and gave it to the researchers.
Procedures
Team Training
Soccer matches in this age group were 90 minutes per game, which was held on the official field according to the rules of the Football Federation of country for this age group. All subjects participated in the following training program: 5 training sessions of 90 minutes per week, including 10 minutes of warm-up, 20 minutes of physical training, 10 minutes of technical training, 20 minutes of tactical training, 25 minutes of training game (including playing in small-sided game), and at the end there was a recovery for 5 minutes. Strength and power training occurred once per week as part of team training, and consisted of a combination of plyometric, body weight movements, and resistance training. Training goals for this age group included goals in small-sided game (development of ball possession, ball transition in speed and rapid organization of zonal defense, retreat and recovery), tactical goals (using defensive and offensive principles quickly), technical goals (focus on passing and controls skills, as well as ball control in small and large spaces), and physical fitness goals (development of aerobic power, linear speed and explosive power) were applied in the exercises of each session.
Anthropometric and body composition
Detailed procedures for the measurement of anthropometrics and body composition in this sample have been published elsewhere [28, 29]. The researchers used a stadiometer (Seca 213, Germany), a balance scale (Seca 813, UK), and 7 subcutaneous body fat points (Lafayette, USA) and Brozek's method to determine height, weight, and body composition, respectively [48]. The following formula was used to determine the maturity offset and age at peak height velocity of the players [49]: Maturity offset = − 9.236 + 0.0002708 (leg length × sitting height) − 0.001663 (age × leg length) + 0.007216 (age × sitting height) + 0.02292 (Weight by Height ratio).
Countermovement Jump
The CMJ was used to assess lower-body power [50]. A standardized warm-up of 10 to 15 min of jogging was then followed by 5 to 6 sprint specific drills, 1 or 2 CMJs, horizontal bounds and vertical hops, and finally one or two trial jumps for testing familiarization. The participant stood in the center of the contact mat with hands on the hips, was instructed to rapidly descend until a knee angle of approximately 90 degrees was achieved, and then jump vertically with maximum power. Five minutes of rest was provided between attempts and the best performance was recorded in centimeters [51]. In the CMJ the intra-class correlation (ICC) was 0.96.
Change of direction
A "modified 5-0-5" [52] was performed five minutes following the CMJ test for CoD. A cone was placed at line “A”, another 5 m away at line “B”, and a third was placed another 5 m away at line “C”. A digital timer connected to photocells placed at hip height were located at line “B”. Subjects stood in a 2-point stance 70 cm behind “A”, sprinted 10 m through line B to line “C”, turned 180 degrees without their hand contacting the ground, and sprinted 10 m back through line B to line “A”. The digital timer began and stopped when subjects passed line “B”. All subjects performed two trials with 3 minutes of recovery, and the best of the two trials was recorded for the CoD. The ICC for the modified 5-0-5 test was 0.93.
Muscular Strength
To assess 1-RM a predictive test was conducted for the lower and upper body using leg press and bench press, respectively. Each participant completed one practice testing session in order to become familiarized with the test one week prior to testing. During the familiarization session, subjects performed multiple sets with progressively increasing sub-maximal loads to estimate the load used for testing.
Prior to 1-RM testing, subjects performed a general 5-minute low intensity aerobic warm up, then 2 sets of 8 repetitions with 50% and 75% of the testing load followed by a 3-minute rest. Subjects were instructed to perform as many repetitions as possible, and the load and repetitions performed were used to estimate the 1-RM. The same load was used in pre-season and post-season, unless the subject was able to perform more than 10 repetitions, in which case the load was increased by 10%. All subjects were given two attempts per exercise with at least 3 minutes of rest between attempts. For the 45° leg press, feet were positioned at approximately shoulder width apart and subjects were required to descend to 90° knee and 60° hip angle, and fully extend the knee while maintaining contact between the hips and the seat. The bench press was performed according to National Strength and Conditioning Association guidelines [53]. A 1-RM prediction equation was used to estimate the 1-RM based on the load and repetitions recorded [54] as follows: 1-RM= (L). [1.0278- (R × 0.0278)]. Where 1-RM is one maximal repetition, L is the external load in kg, and R is the number of repetitions performed. For leg press and bench press the ICC were 0.91 and 0.93, respectively.
Acceleration and sprint time
Subjects first performed the same specific, standardized warm up as described in the CMJ procedures. To measure acceleration, a 10 m sprint was performed. Subjects stood in a 2-point stance 70 cm behind the start line where a photocell was placed at hip height. Upon command (Ready, Go!), subjects then sprinted 10 m whereby a second photocell at hip height connected to a digital time recorded the sprint time. The best time of three attempts with 3 min rest between was recorded. Max speed was assessed according to the same protocol, but with a sprint distance of 30 m. For acceleration and sprint tests the ICC were 0.89 and 0.90, respectively.
Anaerobic test
Prior to the anaerobic power test, subjects first performed the same standardized warm up as described in the CMJ procedures. To measure anaerobic power, a RAST was used. Subjects ran a total of six 35 m sprints separated by 10 seconds of recovery timed with photocells placed at hip height. The power output of each sprint was calculated according to the previously published formula: Power = (Body mass x Distance2) / Time3 [55], and the following power variables were also calculated: The highest number recorded called a RAST of peak (RaP); The lowest number obtained called a RAST of minimum power (RaM); The sum of six repetitions divided by six as a RAST of average power (RaA); and RAST of Fatigue Index (RaFi) obtained from "Highest power - lowest power ÷ sum of time 6 sprints" [56]. The ICC of anaerobic power was 0.87, and the ICC for fatigue index was previously reported as 0.70 [55].
Aerobic power test
The VO2max was determined using the intermittent Fitness Test 30 − 15 (30-15IFT). Subjects performed a standardized warm up as described in the CMJ procedures, and the 30-15IFT was conducted in groups of four. The procedures as well as baseline results for this sample have been previously published [29]. In brief, the 30-15IFT includes a 40-meter shuttle with 30 seconds activity and 15 seconds of recovery at an initial speed of 8 km/h and a 0.5 km/h speed increase every 45 seconds. The test was terminated when subjects could not continue or subjects could not maintain pace for three consecutive shuttles, and the final running speed (VIFT) was recorded. VO2max was estimated with the following formula: VO2max (ml.kg− 1.min− 1) = 28.3 – (2.15 x 1) – (0.741 x 16-years) – (0.0357 x body mass) + (0.0586 x 16-years x VIFT) + (1.03 x VIFT). The test-retest of this assessment has been recorded as 0.91.
Monitoring work loads
Internal training loads were measured 30 minutes after each training session via a 10-point RPE scale and multiplied by the total training time to calculate the session RPE (s-RPE). S-RPE procedures and results have been previously described and reported for this sample [28, 29].
Well-being status monitoring
The Hooper index with four subscales of fatigue, sleep, stress, and DOMS were administered immediately after training, and were used to monitor well-being and recovery. For this sample, detailed techniques and findings have been previously described and reported [28, 29].
Dietary monitoring
Dietary monitoring procedures, energy, and macronutrient intake associated with this sample have been previously described in detail [28, 29]. In a nutshell, individuals met with a nutritionist who gave them dietary recommendations for Iranian local foods that delivered 1.55 times their basal metabolic rate in calories. Players used to eat the same items for 72 hours before each measure stages and keep track of their intake. To measure compliance, total calorie and macronutrient intake was measured with Nutrition 4 version 3.5.2 software.
Statistical Analysis
The mean and standard deviation are used to report descriptive statistics. The normality and homogeneity of data variables were checked using the Shapiro-Wilk test and Levene's test, respectively. A mixed factorial 2 x 2 analysis of covariance (ANCOVA) with repeated measures was used to evaluate all variables. The covariate was considering to the pre-season level variables, the intra subject factor was considering for time (mid- or end-season), and the inter subject factor was considering for group (BG or PG). When a significant time x group interaction was discovered, each group was subjected to a one-way repeated-measures analysis of variance (ANOVA) with the Bonferroni Post hoc analysis. If the one-way ANOVA findings for each group were similar, the percent changes for pre-season vs. post-season were calculated and compared using an independent samples t-test. The magnitude of comparisons pre- and post-season for both groups was calculated using Hedge's g effect size (95 percent confidence range). The following are the thresholds: trivial: <0.2, small: ≥ 0.2, moderate: ≥ 0.5, and large: ≥ 0.8. SPSS 22.0 and Graph-Pad Prism 8.0.1 were used for all analyses, and the significance threshold was set at p < 0.05.