Independent and Combined Effects of Resistance Training and Whey Protein on Skeletal Muscle Mass and Function in Individuals with MASLD Under Caloric Restriction
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Study Design
2.3. Intervention
2.3.1. Whey Protein Supplement and Placebo
2.3.2. Dietary Control
2.3.3. Resistance Training Protocol
2.4. Measurements
2.4.1. Body Composition
2.4.2. Isokinetic Muscle Function Assessment
2.4.3. Resting Metabolic Rate
2.4.4. Physical Activity Level
2.4.5. 1-RM Assessment
2.5. Data Analysis
3. Results
3.1. Participant Characteristics
3.2. Body Weight and Body Composition
3.3. Isokinetic Muscle Function
3.3.1. Normalized Peak Torque
3.3.2. Normalized Total Work
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BMI | Body mass index |
| CR | Caloric restriction |
| MASLD | Metabolic dysfunction-associated steatotic liver disease |
| PAL | Physical activity level |
| RDA | Recommended dietary allowance |
| RMR | Resting metabolic rate |
| TDEE | Total daily energy expenditure |
| 1-RM | One-repetition maximum |
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| Factor | PLA (n = 8) | PRO (n = 8) | E-PLA (n = 11) | E-PRO (n = 12) |
|---|---|---|---|---|
| Age (years) | 30 ± 7 | 40 ± 15 | 33 ± 14 | 34 ± 10 |
| Male/Female (n) | 4/4 | 4/4 | 5/6 | 6/6 |
| Height (cm) | 168 ± 9 | 170 ± 10 | 172 ± 8 | 166 ± 8 |
| Body weight (kg) | 74.9 ± 13.1 | 83.0 ± 15.8 | 81.7 ± 8.8 | 80.6 ± 15.6 |
| BMI (kg/m2) | 26.2 ± 2.5 | 28.6 ± 3.4 | 27.5 ± 2.0 | 29.1 ± 4.0 |
| CAP (dB/m) | 281.3 ± 20.1 | 300.4 ± 29.7 | 302.0 ± 41.2 | 306.3 ± 37.7 |
| Steatosis grade S1/S2/S3 (n) | 2/2/4 | 1/1/6 | 3/1/6 | 1/3/8 |
| RMR (kcal/day) | 2004.5 ± 352.3 | 1705.8 ± 344.4 | 1667.1 ± 383.4 | 1707.5 ± 371.8 |
| TDEE (kcal/day) | 3032.0 ± 465.6 | 2561.5 ± 573.4 | 2318.8 ± 389.8 | 2390.4 ± 585.2 |
| Variable | Group | Baseline | Week 4 | Changes | Kruskal–Wallis H Test | ||
|---|---|---|---|---|---|---|---|
| χ2 | p | ε2 | |||||
| Body weight (kg) | PLA | 74.9 ± 13.1 | 72.5 ± 12.9 * | −2.3 ± 1.6 | 0.693 | 0.875 | 0.000 |
| PRO | 83.0 ± 15.8 | 80.3 ± 14.3 * | −2.7 ± 2.5 | ||||
| E-PLA | 81.7 ± 8.8 | 79.0 ± 8.4 ** | −2.7 ± 1.6 | ||||
| E-PRO | 80.6 ± 15.6 | 78.1 ± 14.8 ** | −2.4 ± 1.6 | ||||
| Body fat mass (kg) | PLA | 24.8 ± 4.4 | 22.9 ± 4.0 * | −1.9 ± 1.4 | 4.836 | 0.184 | 0.052 |
| PRO | 28.9 ± 8.0 | 26.8 ± 8.9 * | −2.1 ± 2.2 | ||||
| E-PLA | 27.3 ± 3.8 | 24.4 ± 3.5 ** | −3.0 ± 1.2 | ||||
| E-PRO | 27.3 ± 6.6 | 24.6 ± 5.9 ** | −2.7 ± 1.4 | ||||
| Skeletal muscle mass (kg) | PLA | 27.6 ± 6.3 | 27.4 ± 6.2 | −0.2 ± 0.4 | 4.499 | 0.212 | 0.043 |
| PRO | 30.1 ± 8.7 | 29.8 ± 8.9 | −0.4 ± 0.8 | ||||
| E-PLA | 30.4 ± 5.5 | 30.6 ± 5.8 | 0.2 ± 0.8 | ||||
| E-PRO | 29.7 ± 6.7 | 30.0 ± 6.8 | 0.3 ± 0.4 | ||||
| Group | Pre | Post | Wilcoxon | |||||
|---|---|---|---|---|---|---|---|---|
| Z | p | Effect Size (r) | ||||||
| Knee | Do | Ext | PLA | 156.88 ± 22.62 | 164.00 ± 36.57 | −1.053 | 0.292 | 0.372 |
| PRO | 149.25 ± 57.44 | 152.50 ± 58.78 | −0.561 | 0.574 | 0.198 | |||
| E-PLA | 143.30 ± 28.05 | 171.70 ± 40.37 | −2.547 | 0.001 | 0.805 | |||
| E-PRO | 141.80 ± 34.50 | 156.80 ± 35.62 | −2.549 | 0.011 | 0.806 | |||
| Flx | PLA | 104.38 ± 21.12 | 107.88 ± 26.07 | −0.254 | 0.799 | 0.090 | ||
| PRO | 89.12 ± 37.62 | 97.75 ± 44.34 | −1.690 | 0.091 | 0.598 | |||
| E-PLA | 91.70 ± 20.92 | 114.20 ± 20.60 | −2.805 | 0.005 | 0.887 | |||
| E-PRO | 85.60 ± 19.05 | 100.50 ± 17.58 | −2.807 | 0.005 | 0.888 | |||
| Non-do | Ext | PLA | 150.13 ± 25.75 | 165.50 ± 36.21 | −1.400 | 0.161 | 0.495 | |
| PRO | 153.38 ± 59.71 | 160.38 ± 62.69 | −0.702 | 0.483 | 0.248 | |||
| E-PLA | 143.00 ± 39.98 | 167.80 ± 48.54 | −2.521 | 0.012 | 0.797 | |||
| E-PRO | 141.80 ± 34.47 | 168.10 ± 36.36 | −2.604 | 0.009 | 0.823 | |||
| Flx | PLA | 99.63 ± 19.37 | 105.63 ± 19.85 | −1.355 | 0.176 | 0.479 | ||
| PRO | 90.62 ± 34.65 | 101.38 ± 39.40 | −2.198 | 0.028 | 0.777 | |||
| E-PLA | 87.50 ± 22.12 | 111.60 ± 24.74 | −2.805 | 0.005 | 0.887 | |||
| E-PRO | 89.50 ± 17.62 | 108.10 ± 22.55 | −2.814 | 0.005 | 0.890 | |||
| Shoulder | Do | Ext | PLA | 71.25 ± 11.90 | 76.75 ± 13.69 | −1.778 | 0.075 | 0.629 |
| PRO | 72.38 ± 14.08 | 76.75 ± 17.19 | −1.826 | 0.068 | 0.646 | |||
| E-PLA | 68.50 ± 12.34 | 75.80 ± 15.44 | −2.677 | 0.007 | 0.847 | |||
| E-PRO | 65.50 ± 10.61 | 71.83 ± 12.32 | −2.812 | 0.005 | 0.812 | |||
| Flx | PLA | 64.38 ± 8.26 | 67.50 ± 11.03 | −1.265 | 0.206 | 0.447 | ||
| PRO | 66.25 ± 9.42 | 67.50 ± 12.93 | −0.509 | 0.611 | 0.180 | |||
| E-PLA | 63.50 ± 9.79 | 70.60 ± 9.90 | −2.536 | 0.011 | 0.802 | |||
| E-PRO | 58.50 ± 12.76 | 66.58 ± 9.38 | −2.720 | 0.007 | 0.785 | |||
| Non-do | Ext | PLA | 70.75 ± 10.90 | 74.50 ± 13.77 | −1.378 | 0.168 | 0.487 | |
| PRO | 70.13 ± 12.72 | 74.25 ± 13.58 | −2.046 | 0.041 | 0.723 | |||
| E-PLA | 67.60 ± 15.10 | 74.40 ± 15.20 | −2.692 | 0.007 | 0.851 | |||
| E-PRO | 68.33 ± 11.26 | 72.50 ± 12.28 | −2.014 | 0.044 | 0.581 | |||
| Flx | PLA | 64.75 ± 11.51 | 60.38 ± 11.28 | −1.725 | 0.084 | 0.610 | ||
| PRO | 55.88 ± 9.75 | 61.00 ± 12.74 | −2.214 | 0.027 | 0.783 | |||
| E-PLA | 59.70 ± 12.28 | 62.30 ± 8.96 | −1.131 | 0.258 | 0.358 | |||
| E-PRO | 55.25 ± 9.78 | 62.00 ± 7.60 | −2.728 | 0.006 | 0.788 | |||
| Trunk | Ext | PLA | 244.25 ± 30.88 | 252.00 ± 50.44 | −0.676 | 0.499 | 0.239 | |
| PRO | 201.88 ± 68.92 | 216.00 ± 64.21 | −1.524 | 0.128 | 0.539 | |||
| E-PLA | 216.45 ± 52.44 | 248.91 ± 53.92 | −2.047 | 0.041 | 0.617 | |||
| E-PRO | 204.42 ± 49.06 | 213.33 ± 39.96 | −1.179 | 0.239 | 0.340 | |||
| Flx | PLA | 266.63 ± 39.40 | 290.50 ± 54.10 | −1.540 | 0.123 | 0.544 | ||
| PRO | 225.38 ± 42.23 | 266.25 ± 70.59 | −0.350 | 0.726 | 0.124 | |||
| E-PLA | 257.00 ± 48.67 | 280.55 ± 24.25 | −1.327 | 0.185 | 0.400 | |||
| E-PRO | 261.58 ± 62.55 | 271.58 ± 42.50 | −0.864 | 0.387 | 0.249 | |||
| Group | Pre | Post | Wilcoxon | |||||
|---|---|---|---|---|---|---|---|---|
| Z | p | Effect Size (r) | ||||||
| Knee | Do | Ext | PLA | 1809.88 ± 296.17 | 1880.00 ± 324.43 | −1.400 | 0.161 | 0.495 |
| PRO | 1573.75 ± 614.41 | 1756.13 ± 642.41 | −2.380 | 0.017 | 0.841 | |||
| E-PLA | 1564.70 ± 457.91 | 1846.00 ± 439.57 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 1566.10 ± 407.94 | 1839.20 ± 458.43 | −2.701 | 0.007 | 0.854 | |||
| Flx | PLA | 1420.88 ± 295.44 | 1394.88 ± 367.40 | −0.350 | 0.726 | 0.124 | ||
| PRO | 1210.38 ± 446.94 | 1319.00 ± 500.54 | −2.028 | 0.043 | 0.717 | |||
| E-PLA | 1232.30 ± 326.91 | 1464.20 ± 328.99 | −2.497 | 0.013 | 0.790 | |||
| E-PRO | 1131.50 ± 328.87 | 1325.10 ± 369.77 | −2.310 | 0.021 | 0.730 | |||
| Non-do | Ext | PLA | 1651.00 ± 339.87 | 1829.38 ± 303.51 | −2.380 | 0.017 | 0.841 | |
| PRO | 1624.25 ± 596.59 | 1721.50 ± 554.31 | −1.680 | 0.093 | 0.594 | |||
| E-PLA | 1576.50 ± 476.17 | 1770.90 ± 488.76 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 1524.10 ± 436.79 | 1866.30 ± 419.03 | −2.803 | 0.005 | 0.886 | |||
| Flx | PLA | 1386.63 ± 277.86 | 1383.13 ± 250.42 | −0.980 | 0.327 | 0.346 | ||
| PRO | 1126.88 ± 388.60 | 1227.25 ± 443.20 | −1.521 | 0.128 | 0.538 | |||
| E-PLA | 1200.30 ± 302.20 | 1451.10 ± 338.51 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 1184.90 ± 315.44 | 1356.10 ± 246.88 | −2.701 | 0.007 | 0.854 | |||
| Shoulder | Do | Ext | PLA | 1411.25 ± 323.81 | 1461.88 ± 424.65 | −0.980 | 0.327 | 0.346 |
| PRO | 1387.38 ± 456.08 | 1536.00 ± 448.92 | −2.521 | 0.012 | 0.891 | |||
| E-PLA | 1211.00 ± 525.66 | 1572.40 ± 446.89 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 1335.50 ± 332.01 | 1558.33 ± 373.48 | −2.981 | 0.003 | 0.861 | |||
| Flx | PLA | 839.75 ± 282.49 | 834.25 ± 258.81 | 0.000 | 0.999 | 0.000 | ||
| PRO | 979.38 ± 431.65 | 991.00 ± 427.36 | −0.070 | 0.944 | 0.025 | |||
| E-PLA | 791.20 ± 338.28 | 1005.50 ± 335.21 | −2.701 | 0.007 | 0.854 | |||
| E-PRO | 963.17 ± 290.59 | 1136.75 ± 324.56 | −2.312 | 0.021 | 0.667 | |||
| Non-do | Ext | PLA | 1326.88 ± 321.44 | 1324.75 ± 472.97 | −0.140 | 0.889 | 0.049 | |
| PRO | 1283.38 ± 512.88 | 1440.13 ± 419.61 | −2.366 | 0.018 | 0.837 | |||
| E-PLA | 1225.00 ± 415.91 | 1519.70 ± 443.43 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 1277.00 ± 386.48 | 1532.67 ± 318.19 | −3.059 | 0.002 | 0.883 | |||
| Flx | PLA | 738.88 ± 279.08 | 713.13 ± 303.25 | −0.631 | 0.528 | 0.223 | ||
| PRO | 744.25 ± 378.40 | 859.50 ± 363.52 | −1.960 | 0.050 | 0.693 | |||
| E-PLA | 723.60 ± 270.42 | 883.60 ± 277.34 | −2.803 | 0.005 | 0.886 | |||
| E-PRO | 792.33 ± 246.88 | 973.83 ± 261.52 | −2.936 | 0.003 | 0.848 | |||
| Trunk | Ext | PLA | 2658.88 ± 1374.10 | 2521.13 ± 1500.95 | −0.840 | 0.401 | 0.297 | |
| PRO | 1791.75 ± 1373.18 | 2153.88 ± 1945.41 | −1.120 | 0.263 | 0.396 | |||
| E-PLA | 1721.91 ± 1140.03 | 2816.27 ± 1322.86 | −2.756 | 0.006 | 0.831 | |||
| E-PRO | 1592.92 ± 864.60 | 2472.25 ± 930.43 | −2.746 | 0.006 | 0.793 | |||
| Flx | PLA | 2484.13 ± 967.24 | 2798.62 ± 1046.40 | −1.542 | 0.123 | 0.545 | ||
| PRO | 2825.50 ± 1525.78 | 2839.38 ± 1776.86 | −0.140 | 0.889 | 0.049 | |||
| E-PLA | 2430.55 ± 1050.80 | 3560.27 ± 1239.55 | −2.756 | 0.006 | 0.831 | |||
| E-PRO | 2356.92 ± 824.01 | 3204.17 ± 932.88 | −2.981 | 0.003 | 0.861 | |||
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Kim, C.-B.; Sung, J.; Ahn, D.; Jo, E.-A.; Baek, K.-W.; Heo, H.-R.; Oh, J.-H.; Zhang, F.; Park, H.-S.; Kim, H.-S.; et al. Independent and Combined Effects of Resistance Training and Whey Protein on Skeletal Muscle Mass and Function in Individuals with MASLD Under Caloric Restriction. Nutrients 2026, 18, 83. https://doi.org/10.3390/nu18010083
Kim C-B, Sung J, Ahn D, Jo E-A, Baek K-W, Heo H-R, Oh J-H, Zhang F, Park H-S, Kim H-S, et al. Independent and Combined Effects of Resistance Training and Whey Protein on Skeletal Muscle Mass and Function in Individuals with MASLD Under Caloric Restriction. Nutrients. 2026; 18(1):83. https://doi.org/10.3390/nu18010083
Chicago/Turabian StyleKim, Chae-Been, Jinwoo Sung, Dohyun Ahn, Eun-Ah Jo, Kyung-Wan Baek, Hae-Ri Heo, Ju-Hwan Oh, Fengrui Zhang, Hyoung-Su Park, Hong-Soo Kim, and et al. 2026. "Independent and Combined Effects of Resistance Training and Whey Protein on Skeletal Muscle Mass and Function in Individuals with MASLD Under Caloric Restriction" Nutrients 18, no. 1: 83. https://doi.org/10.3390/nu18010083
APA StyleKim, C.-B., Sung, J., Ahn, D., Jo, E.-A., Baek, K.-W., Heo, H.-R., Oh, J.-H., Zhang, F., Park, H.-S., Kim, H.-S., & Park, J.-J. (2026). Independent and Combined Effects of Resistance Training and Whey Protein on Skeletal Muscle Mass and Function in Individuals with MASLD Under Caloric Restriction. Nutrients, 18(1), 83. https://doi.org/10.3390/nu18010083

