Submitted:
24 August 2024
Posted:
26 August 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.3. Procedure
2.4. BMI
2.5. Body Composition Analysis
2.6. Statistical Analysis
3. Results
3.1. Characteristics of the Group
3.2. Anthropometric Indicators
3.3. Fat Tissue
3.4. Fat-Free Mass
3.5. Skeletal Muscle Mass
3.6. Total Body Water
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Measurement session |
SPA | EPA | *p | ||||
|---|---|---|---|---|---|---|---|
| Girls | Boys | Mean | Girls | Boys | Mean | ||
| Overweight | |||||||
| - Initial | 59% | 55.5% | 57.25% | 58% | 50% | 54% | 0.030 |
| - Final | 47% | 61% | 54% | 62.5% | 67% | 59.75% | 0.021 |
| Obesity | |||||||
| - Initial | 41% | 44.5% | 42.75% | 42% | 50% | 46% | 0.045 |
| - Final | 53% | 39% | 46% | 37.5% | 33% | 35.25% | 0.050 |
| A change in the BMI category from overweight to normal | |||||||
| Entire study period | 3.33% | 0 | 3.33% | 7.71% | 11.43% | 17.14% | 0.001 |
| Indicator | SPA | EPA |
Total p |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| initial | final | p | initial | final | p | |||||||
| Boys | Girls | Boys | Girls | Boys | Girls | Boys | Girls | |||||
| Height (cm) | 151.25 | 145.08 | 165.41 | 159.25 | 0.001 | 144.66 | 147 | 158 | 160.62 | 0.000 | 0.000 | |
| Weight (kg) | 59.98 | 47.60 | 75.18 | 61.64 | 0.012 | 47.50 | 48.67 | 60.38 | 61.88 | 0.003 | 0.001 | |
| BMI (kg/m2) | 25.92 | 22.58 | 27.23 | 24.37 | 0.162 | 22.65 | 22.41 | 24.21 | 23.66 | 0.062 | 0.042 | |
| BMI (percentile, c) | 97 c | 90 c | 97 c | 97 c | 0.032 | 90 c | 90 c | 85 c | 90 c | 0.010 | 0.014 | |
| Indicator | SPA | EPA | ||||
|---|---|---|---|---|---|---|
| initial | final | p | initial | final | p | |
| FM (kg) | 15.02 | 20.32 | 0.001 | 15.65 | 18.87 | 0.001 |
| FM (%) | 31.62 | 32.65 | 0.025 | 32.02 | 30.02 | 0.000 |
| FM (percentile, c) | 91 c | 95 c | 0.024 | 91 c | 85 c | 0.000 |
| FFM (kg) | 32.50 | 41.17 | 0.001 | 32.07 | 43.01 | 0.001 |
| FFM (%) | 68.38 | 67.35 | 0.051 | 67.98 | 69.98 | 0.025 |
| TBW (kg) | 23.76 | 30.21 | 0.001 | 24.30 | 31.51 | 0.014 |
| TBW (%) | 50.15 | 49.62 | 0.003 | 51.95 | 52.20 | 0.000 |
| SMM (kg) | 18.47 | 23.35 | 0.001 | 18.75 | 24.12 | 0.001 |
| SMM (%) | 38.66 | 38.10 | 0.514 | 38.54 | 40.12 | 0.000 |
| Indicator | SPA | EPA | ||||
|---|---|---|---|---|---|---|
| initial | final | p | initial | final | p | |
| FM (kg) | 17.39 | 23.19 | 0.001 | 12.43 | 13.76 | 0.001 |
| FM (%) | 29 | 30.85 | 0.000 | 26.20 | 22.80 | 0.000 |
| FM (percentile, c) | 95 | 95 | 0.452 | 91 | 85 | 0.000 |
| FFM (kg) | 42.58 | 51.98 | 0.014 | 35.66 | 46.61 | 0.014 |
| FFM (%) | 71 | 69.11 | 0.001 | 73.80 | 77.20 | 0.001 |
| TBW (kg) | 30.73 | 37.77 | 0.025 | 25.64 | 33.31 | 0.000 |
| TBW (%) | 51.25 | 50.25 | 0.012 | 54.56 | 55.70 | 0.045 |
| SMM (kg) | 22.89 | 29.84 | 0.024 | 20.57 | 33.07 | 0.001 |
| SMM (%) | 39.05 | 40.46 | 0.071 | 42.01 | 45.45 | 0.001 |
| Fat Mass, % (kg) | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Measurement session |
Average Age (Years) |
Mean* Total |
SPA | EPA | p** | ESs | ||||||||||
| Mean | Median | Min. | Max. | SD | 95% CI |
Mean | Median | Min. | Max. | SD | 95% CI |
|||||
| Average | ||||||||||||||||
| I | 10.27 | 29.48** (15.11) |
30.32 (16.20) |
30.50 | 17.50 | 47.40 | 5.61 | 4.45-7.59 | 28.65 (14.03) |
30.00 | 18.80 | 37.30 | 5.00 | 3.98-6.73 | 0.018 | 0.789 |
| II | 10.90 | 29.35 (16.01) |
30.62 (17.67) |
29.05 | 17.10 | 47.90 | 5.76 | 4.67-7.51 | 28.08 (14.35) |
28.00 | 16.60 | 38.00 | 5.42 | 4.29-7.38 | 0.029 | 0.830 |
| III | 11.27 | 29.28 (17.04) |
31.18 (19.32) |
30.10 | 18.50 | 48.00 | 6.17 | 4.93-8.25 | 27.39 (14.76) |
29.00 | 17.70 | 39.00 | 5.45 | 4.29-7.48 | 0.043 | 0.904 |
| IV | 11.90 | 29.21 (18.05) |
31.44 (20.59) |
30.50 | 18.80 | 48.50 | 6.36 | 5.18-8.23 | 26.98 (15.54) |
28.50 | 17.89 | 38.90 | 6.31 | 5.04-8.44 | 0.041 | 0.744 |
| V | 12.26 | 29.08 (19.03) |
31.75 (21.75) |
29.76 | 19.10 | 48.90 | 6.43 | 5.24-8.32 | 26.41 (16.31) |
29.30 | 16.50 | 38.50 | 5.50 | 4.35-7.49 | 0.033 | 0.643 |
| Mean from all sessions | 29.28 (17.04) |
31.06 (19.11) |
27.50 (15.00) |
0.001 | 0.320 | |||||||||||
| Girls | ||||||||||||||||
| I | 10.27 | 31.77 (15.33) |
31.62 (15.02) 91 c |
31.20 | 27.00 | 34.40 | 2.28 | 1.67-3.59 | 31.93 (15.64) 91 c |
31.87 | 27.80 | 38.30 | 3.01 | 2.24-4.58 | 0.062 | 0.322 |
| II | 10.90 | 31.33 (16.08) |
31.79 (16.21) 91 c |
31.70 | 27.60 | 37.30 | 2.88 | 2.15-4.39 | 30.87 (15.95) 91 c |
31.43 | 27.30 | 38.00 | 3.61 | 2.67-5.60 | 0.027 | 0.287 |
| III | 11.27 | 31.29 (17.34) |
31.86 (17.86) 91 c |
31.00 | 28.40 | 38.10 | 2.76 | 2.00-4.44 | 30.73 (16.83) 91 c |
30.50 | 26.40 | 37.00 | 3.31 | 2.40-5.33 | 0.033 | 0.479 |
| IV | 11.90 | 31.13 (18.28) |
32.14 (19.02) 95 c |
30.00 | 28.50 | 39.20 | 2.98 | 2.25-4.40 | 30.12 (17.56) 91 c |
30.10 | 25.80 | 37.90 | 4.07 | 3.03-6.20 | 0.025 | 0.137 |
| V | 12.26 | 31.33 (19.59) |
32.65 (20.32) 95 c |
31.35 | 28.80 | 39.60 | 3.16 | 3.16-2.40 | 30.02 (18.87) 85 c |
30.05 | 25.60 | 37.50 | 3.40 | 2.51-2.27 | 0.004 | 0.571 |
| Mean from all sessions | 31.37 (17.32) |
31.93 (17.69) |
30.73 (16.97) |
0.014 | 0.351 | |||||||||||
| Boys | ||||||||||||||||
| I | 10.27 | 27.18 (14.91) |
29.00 (17.39) 95 c |
28.45 | 17.50 | 47.40 | 7.84 | 5.68-12.63 | 25.37 (12.43) 91 c |
25.40 | 18.80 | 34.30 | 4.66 | 3.34-7.70 | 0.003 | 0.128 |
| II | 10.90 | 27.57 (15.94) |
29.85 (19.13) 95 c |
27.20 | 17.60 | 47.90 | 7.37 | 5.57-10.91 | 25.30 (12.75) 91 c |
24.40 | 17.60 | 34.10 | 5.09 | 3.61-8.65 | 0.010 | 0.274 |
| III | 11.27 | 27.27 (16.74) |
30.50 (20.79) 95 c |
27.30 | 18.50 | 48.00 | 7.97 | 5.93-12.13 | 24.05 (12.69) 85 c |
23.60 | 16.70 | 33.90 | 4.53 | 3.24-7.47 | 0.008 | 0.075 |
| IV | 11.90 | 27.30 (17.85) |
30.75 (22.17) 95 c |
26.00 | 18.80 | 48.50 | 8.00 | 6.05-11.84 | 23.85 (13.53) 85 c |
24.00 | 16.89 | 32.00 | 5.45 | 3.95-8.78 | 0.020 | 0.386 |
| V | 12.26 | 26.82 (18.47) |
30.85 (23.19) 95 c |
24.50 | 19.10 | 48.90 | 7.64 | 5.73-11.45 | 22.80 (13.76) 85 c |
24.30 | 16.50 | 31.40 | 4.71 | 3.33-8.00 | 0.032 | 0.339 |
| Mean from all sessions | 27.22 (16.78) |
30.19 (20.53) |
24.27 (13.03) |
0.001 | 0.420 | |||||||||||
| Indicator | SPA | EPA | Total p |
||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| initial | final | p | initial | final | p | ||||||
| Boys | Girls | Boys | Girls | Boys | Girls | Boys | Girls | ||||
| BMI (kg/m2) | 26.18 | 22.34 | 27.94 | 25.16 | 0.120 | 23.12 | 22.57 | 25.12 | 24.40 | 0.002 | 0.002 |
| FM (kg) | 19.90 | 15.85 | 24.23 | 21.25 | 0.001 | 13.55 | 16.20 | 16.63 | 20.20 | 0.001 | 0.010 |
| FM (%) | 30.61 | 31.95 | 32.25 | 33.05 | 0.010 | 27.22 | 32.23 | 25.13 | 31.20 | 0.000 | 0.031 |
| FFM (kg) | 40.36 | 31.22 | 52.59 | 40.36 | 0.041 | 35.47 | 31.73 | 49.33 | 41.85 | 0.050 | 0.001 |
| FFM (%) | 67.17 | 68.13 | 66.45 | 66.58 | 0.001 | 71.95 | 65.31 | 72.90 | 67.03 | 0.002 | 0.000 |
| TBW (kg) | 29.78 | 23.16 | 38.50 | 29.61 | 0.032 | 25.81 | 24.15 | 35.00 | 30.00 | 0.000 | 0.002 |
| TBW (%) | 50.10 | 49.17 | 49.11 | 48.41 | 0.001 | 52.31 | 50.62 | 53.27 | 51.06 | 0.000 | 0.002 |
| SMM (kg) | 23.13 | 18.23 | 29.95 | 22.89 | 0.041 | 20.65 | 18.73 | 33.60 | 24.23 | 0.001 | 0.000 |
| SMM (%) | 38.75 | 38.52 | 39.95 | 37.95 | 0.050 | 41.10 | 38.37 | 42.86 | 39.25 | 0.000 | 0.001 |
| FFM, % (kg) | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Measurement session |
Average Age (Years) |
Mean* Total |
SPA | EPA |
p* |
ESs |
||||||||||
| Mean | Median | Min. | Max. | SD | 95% CI |
Mean | Median | Min. | Max. | SD | 95% CI |
|||||
| Average | ||||||||||||||||
| I | 10.27 | 69.80** (35.70) |
69.68 (37.54) |
69.50 | 60.50 | 74.00 | 4.30 | 4.20-6.14 | 69.97 (33.87) |
68.20 | 64.50 | 76.00 | 4.20 | 3.80-5.17 | 0.288 | 0.262 |
| II | 10.90 | 70.69 (38.36) |
69.53 (40.13) |
68.70 | 59.00 | 75.50 | 4.70 | 3.80-5.42 | 71.85 (36.59) |
70.60 | 64.00 | 76.50 | 3.41 | 3.60-5.90 | 0.013 | 0.258 |
| III | 11.27 | 70.66 (40.67) |
68.76 (42.66) |
66.90 | 60.20 | 74.00 | 3.90 | 4.18-6.30 | 72.57 (38.69) |
71.59 | 65.50 | 76.00 | 3.90 | 4.15-6.24 | 0.020 | 0.620 |
| IV | 11.90 | 70.54 (43.41) |
68.31 (44.73) |
67.20 | 57.00 | 76.00 | 5.20 | 4.80-6.50 | 72.78 (42.10) |
71.90 | 65.00 | 76.80 | 4.25 | 4.39-6.15 | 0.012 | 0.172 |
| V | 12.26 | 70.65 (45.69) |
67.95 (46.57) |
65.90 | 58.00 | 77.00 | 4.63 | 5.20-6.08 | 73.35 (44.81) |
72.12 | 66.50 | 78.50 | 4.60 | 5.18-6.14 | 0.014 | 0.087 |
| Mean from all sessions | 70.46 (40.76) |
68.83 (42.33) |
72.10 (39.21) |
0.001 | 0.241 | |||||||||||
| Girls | ||||||||||||||||
| I | 10.27 | 67.08 (32.28) |
68.27 (32.50) |
68.70 | 65.60 | 73.00 | 5.90 | 4.07-10.80 | 65.89 (32.07) |
64.00 | 64.50 | 70.50 | 4.20 | 3.80-5.17 | 0.092 | 0.508 |
| II | 10.90 | 68.96 (35.41) |
68.91 (35.30) |
67.20 | 62.70 | 73.70 | 4.30 | 2.74-8.40 | 69.01 (35.52) |
67.00 | 64.00 | 72.00 | 3.60 | 3.60-4.70 | 0.801 | 0.858 |
| III | 11.27 | 68.58 (37.61) |
67.97 (37.93) |
66.00 | 62.00 | 72.80 | 6.20 | 6.72-12.20 | 69.20 (37.30) |
68.00 | 65.50 | 71.00 | 4.10 | 4.02-6.18 | 0.098 | 0.528 |
| IV | 11.90 | 68.42 (40.27) |
67.43 (39.54) |
66.40 | 60.80 | 73.20 | 6.70 | 5.48-12.50 | 69.42 (41.00) |
68.50 | 65.00 | 72.50 | 5.20 | 3.50-6.14 | 0.047 | 0.860 |
| V | 12.26 | 68.14 (42.09) |
66.79 (41.17) |
65.80 | 61.00 | 73.00 | 7.12 | 5.40-11.70 | 69.50 (43.01) |
68.00 | 66.50 | 74.00 | 6.17 | 3.90-5.79 | 0.042 | 0.447 |
| Meanfrom all sessions | 68.23 (37.53) |
67.87 (37.29) |
68.60 (37.78) |
0.035 | 0.320 | |||||||||||
| Boys | ||||||||||||||||
| I | 10.27 | 72.52 (39.12) |
70.99 (42.58) |
69.70 | 60.50 | 74.00 | 6.40 | 3.90-5.70 | 74.05 (35.66) |
73.00 | 66.50 | 76.00 | 3.80 | 4.20-5.74 | 0.022 | 0.116 |
| II | 10.90 | 72.43 (44.34) |
70.16 (51.02) |
68.50 | 59.00 | 75.50 | 4.72 | 4.20-6.05 | 74.70 (37.66) |
72.50 | 65.80 | 76.50 | 4.20 | 3.75-5.34 | 0.036 | 0.172 |
| III | 11.27 | 72.72 (43.73) |
69.49 (47.39) |
67.90 | 60.20 | 74.00 | 5.14 | 4.80-6.20 | 75.95 (40.08) |
74.30 | 65.90 | 76.00 | 3.42 | 3.20-6.14 | 0.011 | 0.277 |
| IV | 11.90 | 72.67 (46.30) |
69.20 (49.93) |
68.70 | 57.00 | 76.00 | 5.80 | 4.60-5.80 | 76.14 (43.21) |
75.20 | 66.40 | 76.80 | 3.24 | 2.80-6.40 | 0.017 | 0.061 |
| V | 12.26 | 73.17 (49.29) |
69.14 (51.98) |
67.40 | 58.00 | 77.00 | 6.17 | 4.70-6.80 | 77.20 (46.61) |
75.90 | 68.90 | 78.50 | 4.20 | 3.15-5.79 | 0.030 | 0.128 |
| Mean from all sessions | 72.70 (44.55) |
69.79 (47.37) |
75.60 (40.64) |
0.020 | 0.351 | |||||||||||
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