Biomechanical and Viscoelastic Properties of the Ankle Muscles in Relation to Muscle Force in Patients with Operated Tibial Pilon Fractures
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Participants
2.3. Assessment
2.4. Statistical Analysis
3. Results
4. Discussion
5. Limitations and Areas of Future Research
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ORIF | Open Reduction and Internal Fixation |
| SD | Standard Deviation |
References
- Bourne, R.B. Pylon Fractures of the Distal Tibia. Clin. Orthop. Relat. Res. 1989, 240, 42. [Google Scholar] [CrossRef]
- Stewart, A.C.; Phan, R.; Cho, T.; Liu, J.; Sanford, C.G. Comparison of Clinical Outcomes in Acute versus Staged Open Reduction-Internal Fixation of OTA/AO Type 43C Tibial Pilon Fractures. J. Orthop. Rep. 2025, 4, 100646. [Google Scholar] [CrossRef]
- Page, T.S.; Likewise, L.A.; Knauer, O.A.; Chappell, T.M. Current Strategies in Pilon Fracture Management and Looking to the Future. Clin. Podiatr. Med. Surg. 2025, 42, 275–292. [Google Scholar] [CrossRef]
- Bear, J.; Rollick, N.; Helfet, D. Evolution in Management of Tibial Pilon Fractures. Curr. Rev. Musculoskelet. Med. 2018, 11, 537–545. [Google Scholar] [CrossRef] [PubMed]
- Daniels, N.F.; Lim, J.A.; Thahir, A.; Krkovic, M. Open Pilon Fracture Postoperative Outcomes with Definitive Surgical Management Options: A Systematic Review and Meta-Analysis. Arch. Bone Jt. Surg. 2021, 9, 272–282. [Google Scholar] [CrossRef] [PubMed]
- Velasco, B.T.; Patel, S.S.; Broughton, K.K.; Frumberg, D.B.; Kwon, J.Y.; Miller, C.P. Arthrofibrosis of the Ankle. Foot Ankle Orthop. 2020, 5, 2473011420970463. [Google Scholar] [CrossRef] [PubMed]
- Serra-Añó, P.; Inglés, M.; Espí-López, G.V.; Sempere-Rubio, N.; Aguilar-Rodríguez, M. Biomechanical and Viscoelastic Properties of the Ankle Muscles in Men with Previous History of Ankle Sprain. J. Biomech. 2021, 115, 110191. [Google Scholar] [CrossRef] [PubMed]
- Stefaniak, W.; Marusiak, J.; Bączkowicz, D. Heightened Tone and Stiffness with Concurrent Lowered Elasticity of Peroneus Longus and Tibialis Anterior Muscles in Athletes with Chronic Ankle Instability as Measured by Myotonometry. J. Biomech. 2022, 144, 111339. [Google Scholar] [CrossRef]
- Bolovan, A.-D.; Hogea, G.-B.; Amaricai, E.-C.; Tapardea, A.-R.; Abu-Awwad, A.; Catan, L. Myotonometry and Muscle Force in Patients with Surgically Treated Tibial Pilon Fracture: A Cross-Sectional Study. J. Funct. Morphol. Kinesiol. 2026, 11, 21. [Google Scholar] [CrossRef] [PubMed]
- Bolovan, A.-D.; Hogea, G.-B.; Amaricai, E.-C.; Tapardea, A.-R.; Totorean, A.-D.; Dinu, A.-R.; Lazarescu, A.-E.; Sandesc, M.-A.; Jenel-Marian Patrascu, J. Balance Assessment Under Different Conditions in Patients with Surgically Treated Pilon Fracture Compared to Healthy Controls: A Pilot Study. Life 2025, 15, 1319. [Google Scholar] [CrossRef]
- Alshahrani, M.S.; Reddy, R.S.; Alshahrani, A.; Gautam, A.P.; Alsubaie, S.F. Exploring the Interplay between Ankle Muscle Strength, Postural Control, and Pain Intensity in Chronic Ankle Instability: A Comprehensive Analysis. Heliyon 2024, 10, e27374. [Google Scholar] [CrossRef]
- Lin, J.-Z.; Lin, Y.-A.; Tai, W.-H.; Chen, C.-Y. Influence of Landing in Neuromuscular Control and Ground Reaction Force with Ankle Instability: A Narrative Review. Bioengineering 2022, 9, 68. [Google Scholar] [CrossRef]
- Lucas-Cuevas, A.G.; Baltich, J.; Enders, H.; Nigg, S.; Nigg, B. Ankle Muscle Strength Influence on Muscle Activation during Dynamic and Static Ankle Training Modalities. J. Sports Sci. 2016, 34, 803–810. [Google Scholar] [CrossRef]
- Lieber, R.L.; Ward, S.R. Skeletal Muscle Design to Meet Functional Demands. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2011, 366, 1466–1476. [Google Scholar] [CrossRef]
- Xue, M.; Jackson, C.J. Extracellular Matrix Reorganization During Wound Healing and Its Impact on Abnormal Scarring. Adv. Wound Care 2015, 4, 119–136. [Google Scholar] [CrossRef]
- Potekaev, N.N.; Borzykh, O.B.; Medvedev, G.V.; Pushkin, D.V.; Petrova, M.M.; Petrov, A.V.; Dmitrenko, D.V.; Karpova, E.I.; Demina, O.M.; Shnayder, N.A. The Role of Extracellular Matrix in Skin Wound Healing. J. Clin. Med. 2021, 10, 5947. [Google Scholar] [CrossRef] [PubMed]
- McGowen, J.M.; Hoppes, C.W.; Forsse, J.S.; Albin, S.R.; Abt, J.; Koppenhaver, S.L. The Utility of Myotonometry in Musculoskeletal Rehabilitation and Human Performance Programming. J. Athl. Train. 2023, 58, 305–318. [Google Scholar] [CrossRef] [PubMed]
- Peipsi, A.; Kosemets, M. MyotonPRO User Manual; Scribd: San Francisco, CA, USA, 2023. [Google Scholar]
- Ryu, J.; Jeong, W.K. Current Status of Musculoskeletal Application of Shear Wave Elastography. Ultrasonography 2017, 36, 185–197. [Google Scholar] [CrossRef] [PubMed]
- Feng, Y.N.; Li, Y.P.; Liu, C.L.; Zhang, Z.J. Assessing the Elastic Properties of Skeletal Muscle and Tendon Using Shearwave Ultrasound Elastography and MyotonPRO. Sci. Rep. 2018, 8, 17064. [Google Scholar] [CrossRef]
- Mencel, J.; Marusiak, J.; Jaskólska, A.; Jaskólski, A.; Kisiel-Sajewicz, K. Impact of the Location of Myometric Measurement Points on Skeletal Muscle Mechanical Properties Outcomes. Muscle Ligaments Tendons J. 2021, 11, 525. [Google Scholar] [CrossRef]
- Stefaniak, W.; Marusiak, J.; Bączkowicz, D. Myotonometric Assessment of Peroneus Longus Muscle Mechanical Properties during Contraction in Athletes with and without Chronic Ankle Instability. J. Biomech. 2024, 176, 112308. [Google Scholar] [CrossRef]
- Manual Muscle Tester|Digital Handheld Dynamometer|MicroFET2. Hoggan Scientific. Available online: https://hogganscientific.com/product/microfet2-muscle-tester-digital-handheld-dynamometer/ (accessed on 25 June 2025).
- Mentiplay, B.F.; Perraton, L.G.; Bower, K.J.; Adair, B.; Pua, Y.-H.; Williams, G.P.; McGaw, R.; Clark, R.A. Assessment of Lower Limb Muscle Strength and Power Using Hand-Held and Fixed Dynamometry: A Reliability and Validity Study. PLoS ONE 2015, 10, e0140822. [Google Scholar] [CrossRef] [PubMed]
- Roxburgh, B.H.; Campbell, H.A.; Cotter, J.D.; Reymann, U.; Williams, M.J.A.; Gwynne-Jones, D.; Thomas, K.N. The Absolute and Relative Reliability of Hand-Held Dynamometry in Patients with Severe Lower-Limb Osteoarthritis Scheduled for Total Joint Replacement Surgery. Int. J. Res. Exerc. Physiol. 2021, 16, 81–91. [Google Scholar]
- Davis, P.R.; McKay, M.J.; Baldwin, J.N.; Burns, J.; Pareyson, D.; Rose, K.J. Repeatability, Consistency, and Accuracy of Hand-Held Dynamometry with and without Fixation for Measuring Ankle Plantarflexion Strength in Healthy Adolescents and Adults. Muscle Nerve 2017, 56, 896–900. [Google Scholar] [CrossRef]
- Free Updates to Prism Windows 5.04 and Prism Mac 5.0f for Current Prism 5 Us-Ers. Available online: https://www.graphpad.com/support/prism-5-updates/ (accessed on 1 July 2025).
- Cohen, J. Statistical Power Analysis. Curr. Dir. Psychol. Sci. 1992, 1, 98–101. [Google Scholar] [CrossRef]
- Langevin, H.M.; Sherman, K.J. Pathophysiological Model for Chronic Low Back Pain Integrating Connective Tissue and Nervous System Mechanisms. Med. Hypotheses 2007, 68, 74–80. [Google Scholar] [CrossRef]
- Lee, M.; Kwon, J.W.; Choi, W.J.; Lee, J.W. Comparison of Outcomes for Osteochondral Lesions of the Talus With and Without Chronic Lateral Ankle Instability. Foot Ankle Int. 2015, 36, 1050–1057. [Google Scholar] [CrossRef]
- Zügel, M.; Maganaris, C.N.; Wilke, J.; Jurkat-Rott, K.; Klingler, W.; Wearing, S.C.; Findley, T.; Barbe, M.F.; Steinacker, J.M.; Vleeming, A.; et al. Fascial Tissue Research in Sports Medicine: From Molecules to Tissue Adaptation, Injury and Diagnostics: Consensus Statement. Br. J. Sports Med. 2018, 52, 1497. [Google Scholar] [CrossRef]
- Farley, C.T.; González, O. Leg Stiffness and Stride Frequency in Human Running. J. Biomech. 1996, 29, 181–186. [Google Scholar] [CrossRef]
- Chen, S.; Wang, D.; Zhang, Q.; Shi, Y.; Ding, H.; Li, F. Relationship Between Isokinetic Lower-Limb Joint Strength, Isometric Time Force Characteristics, and Leg-Spring Stiffness in Recreational Runners. Front. Physiol. 2022, 12, 797682. [Google Scholar] [CrossRef]
- Hasson, C.J.; Miller, R.H.; Caldwell, G.E. Contractile and Elastic Ankle Joint Muscular Properties in Young and Older Adults. PLoS ONE 2011, 6, e15953. [Google Scholar] [CrossRef] [PubMed]
- Kelly, J.P.; Koppenhaver, S.L.; Michener, L.A.; Proulx, L.; Bisagni, F.; Cleland, J.A. Characterization of Tissue Stiffness of the Infraspinatus, Erector Spinae, and Gastrocnemius Muscle Using Ultrasound Shear Wave Elastography and Superficial Mechanical Deformation. J. Electromyogr. Kinesiol. 2018, 38, 73–80. [Google Scholar] [CrossRef] [PubMed]
- Wilke, J.; Vogt, L.; Pfarr, T.; Banzer, W. Reliability and Validity of a Semi-Electronic Tissue Compliance Meter to Assess Muscle Stiffness. J. Back Musculoskelet. Rehabil. 2018, 31, 991–997. [Google Scholar] [CrossRef] [PubMed]
- Mauffrey, C.; Vasario, G.; Battiston, B.; Lewis, C.; Beazley, J.; Seligson, D. Tibial Pilon Fractures: A Review of Incidence, Diagnosis, Treatment, and Complications. Acta Orthop. Belg. 2011, 77, 432–440. [Google Scholar]

| Number of patients | 39 |
| Age (years) | 42.3 (9.8) |
| Gender | |
| Men, n (%) | 27 (69.2%) |
| Women, n (%) | 12 (30.8%) |
| Height (cm) | 176.2 (8.2) |
| Weight (kg) | 93.9 (22.1) |
| BMI (kg/m2) | 29.9 (5.85) |
| Motion | Affected Side | Non-Affected Side | p-Value |
|---|---|---|---|
| Dorsi flexion (°) | 7.6 (2.4) | 19.6 (5.7) | <0.0001 |
| Plantar flexion (°) | 26.5 (14.6) | 39.6 (5.4) | <0.0001 |
| Inversion (°) | 19.2 (10.2) | 26.9 (7) | 0.0003 |
| Eversion (°) | 11.5 (8.5) | 21.1 (8.4) | <0.0001 |
| Tested Muscle | Myotonometric Parameters | Affected Side | Non-Affected Side | p-Value |
|---|---|---|---|---|
| Anterior tibialis | Tone (Hz) | 19.22 (4.58) | 19.78 (4.86) | 0.606 |
| Stiffness (N/m) | 430.3 (148.4) | 414 (149.1) | 0.629 | |
| Decrement | 0.96 (0.16) | 0.95 (0.15) | 0.772 | |
| Stress relaxation time (ms) | 14.55 (4.07) | 14.05 (3.82) | 0.578 | |
| Creep | 0.92 (0.22) | 0.89 (0.2) | 0.458 | |
| Longus peroneus | Tone (Hz) | 18.58 (4.3) | 18.85 (4.27) | 0.782 |
| Stiffness (N/m) | 422.8 (135.7) | 408.2 (121.9) | 0.62 | |
| Decrement | 1.01 (0.2) | 0.9 (0.18) | 0.021 | |
| Stress relaxation time (ms) | 13.92 (3.73) | 14.11 (3.7) | 0.82 | |
| Creep | 0.89 (0.19) | 0.88 (0.2) | 0.933 | |
| Medial gastrocnemius | Tone (Hz) | 14.7 (3.36) | 15.42 (3.12) | 0.329 |
| Stiffness (N/m) | 317.6 (88.07) | 277.2 (81.25) | 0.038 | |
| Decrement | 1.24 (0.24) | 1.19 (0.16) | 0.251 | |
| Stress relaxation time (ms) | 20.16 (5.35) | 18.69 (5.07) | 0.217 | |
| Creep | 1.24 (0.32) | 1.16 (0.3) | 0.23 | |
| Lateral gastrocnemius | Tone (Hz) | 16.19 (3.5) | 17.28 (4.12) | 0.21 |
| Stiffness (N/m) | 368 (115.6) | 322.2 (79.39) | 0.045 | |
| Decrement | 1.34 (0.27) | 1.33 (0.32) | 0.84 | |
| Stress relaxation time (ms) | 17.84 (4.95) | 16.49 (5.15) | 0.243 | |
| Creep | 1.12 (0.3) | 1.04 (0.31) | 0.257 |
| Isometric Muscle Force | Affected Side | Non-Affected Side | p-Value |
|---|---|---|---|
| Dorsiflexors (N) | 130.2 (32.08) | 161.9 (39.47) | 0.0002 |
| Plantar flexors (N) | 163 (41.67) | 190.1 (44.1) | 0.0066 |
| Muscle Properties | Affected Side | Non-Affected Side | ||
|---|---|---|---|---|
| Isometric Muscle Force of Dorsiflexors | Isometric Muscle Force of Plantar Flexors | Isometric Muscle Force of Dorsiflexors | Isometric Muscle Force of Plantar Flexors | |
| Anterior tibialis: tone | r = 0.457 p = 0.003 | - | r = 0.76 p < 0.0001 | - |
| Anterior tibialis: stiffness | r = 0.577 p = 0.0001 | - | r = 0.735 p < 0.0001 | - |
| Anterior tibialis: decrement | r = −0.103 p = 0.531 | - | r = −0.27 p = 0.096 | - |
| Medial gastrocnemius: tone | - | r = 0.228 p = 0.151 | - | r = 0.483 p = 0.0018 |
| Medial gastrocnemius: stiffness | - | r = 0.152 p = 0.151 | - | r = 0.463 p = 0.003 |
| Medial gastrocnemius: decrement | - | r = −0.236 p = 0.147 | - | r = −0.234 p = 0.15 |
| Lateral gastrocnemius: tone | - | r = 0.228 p = 0.352 | - | r = 0.268 p = 0.097 |
| Lateral gastrocnemius: stiffness | - | r = 0.025 p = 0.87 | - | r = 0.406 p = 0.01 |
| Lateral gastrocnemius: decrement | - | r = −0.378 p = 0.017 | - | r = −0.469 p = 0.002 |
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Bolovan, A.-D.; Onofrei, R.-R.; Hogea, G.-B.; Abu-Awwad, A.; Patrascu, J.-M., Jr.; Tapardea, A.-R.; Crisan, A.-F.; Amaricai, E.-C. Biomechanical and Viscoelastic Properties of the Ankle Muscles in Relation to Muscle Force in Patients with Operated Tibial Pilon Fractures. J. Clin. Med. 2026, 15, 2934. https://doi.org/10.3390/jcm15082934
Bolovan A-D, Onofrei R-R, Hogea G-B, Abu-Awwad A, Patrascu J-M Jr., Tapardea A-R, Crisan A-F, Amaricai E-C. Biomechanical and Viscoelastic Properties of the Ankle Muscles in Relation to Muscle Force in Patients with Operated Tibial Pilon Fractures. Journal of Clinical Medicine. 2026; 15(8):2934. https://doi.org/10.3390/jcm15082934
Chicago/Turabian StyleBolovan, Andrei-Daniel, Roxana-Ramona Onofrei, Gheorghe-Bogdan Hogea, Ahmed Abu-Awwad, Jenel-Marian Patrascu, Jr., Alexandra-Roxana Tapardea, Alexandru-Florian Crisan, and Elena-Constanta Amaricai. 2026. "Biomechanical and Viscoelastic Properties of the Ankle Muscles in Relation to Muscle Force in Patients with Operated Tibial Pilon Fractures" Journal of Clinical Medicine 15, no. 8: 2934. https://doi.org/10.3390/jcm15082934
APA StyleBolovan, A.-D., Onofrei, R.-R., Hogea, G.-B., Abu-Awwad, A., Patrascu, J.-M., Jr., Tapardea, A.-R., Crisan, A.-F., & Amaricai, E.-C. (2026). Biomechanical and Viscoelastic Properties of the Ankle Muscles in Relation to Muscle Force in Patients with Operated Tibial Pilon Fractures. Journal of Clinical Medicine, 15(8), 2934. https://doi.org/10.3390/jcm15082934

