The Role of Vertical Stiffness in Predicting the Incidence of Patellofemoral Pain Syndrome: A Prospective Cohort Study

Document Type : Original Articles

Authors
1 Assistant Professor, Department of Sport Sciences, School of Behavioral Sciences, University of Birjand, Birjand, Iran
2 Associate Professor, Department of Sports Biomechanics and Motor Behavior, School of Physical Education and Sport Sciences, University of Mazandaran, Babolsar, Iran
3 Professor, Department of Physiotherapy, School of Rehabilitation Sciences, Babol University of Medical Sciences, Babol, Iran
4 Assistant Professor, Department of Statistics, School of Mathematical Sciences, University of Mazandaran, Babolsar, Iran
10.48305/jrrs.2026.46446.1151
Abstract
Introduction: Patellofemoral pain syndrome (PFPS) is one of the most common overuse injuries of the lower extremity, particularly prevalent among active individuals. Despite numerous studies, the biomechanical risk factors associated with its incidence have not yet been fully identified. Vertical stiffness, as a modifiable variable that reflects both kinetic and kinematic components of the movement system, may play an important role in identifying individuals at risk. This study aimed to investigate the role of vertical stiffness in predicting PFPS incidence.
Materials and Methods: In this prospective cohort study, 80 first-year physical education students (50 women and 30 men) who met the inclusion criteria were selected using convenience sampling. Vertical stiffness of both lower limbs was measured during running at the beginning of the academic semester. Participants were followed for 16 weeks, and lower extremity injuries were recorded and confirmed by an orthopedic physician. At the end of the follow-up period, participants were divided into two groups: those with PFPS and those without injury. Differences in vertical stiffness between groups were analyzed using an independent t-test, and the predictive role of vertical stiffness was examined using binary logistic regression.
Results: The mean pre-injury vertical stiffness in the PFPS group was significantly higher than in the uninjured group (P ≤ 0.05). Logistic regression analysis showed that higher vertical stiffness was significantly associated with an increased risk of developing PFPS (OR = 2.078, 95% CI: 1.026-4.207, P ≤ 0.05).
Conclusion: High vertical stiffness is a significant predictor of PFPS incidence. These findings suggest that assessing vertical stiffness may help identify individuals at risk and support the design of prevention strategies targeting biomechanical factors.
Keywords
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1.     Luo Y, Chen X, Shen X, Chen L, Gong H. Effectiveness of Kinesio tape in the treatment of patients with patellofemoral pain syndrome: A systematic review and meta-analysis. Medicine. 2024; 103(23): e38438.
2.     Smith BE, Selfe J, Thacker D, Hendrick P, Bateman M, Moffatt F, et al. Incidence and prevalence of patellofemoral pain:
A systematic review and meta-analysis. PloS one. 2018; 13(1): e0190892.
3.     Crossley KM, van Middelkoop M, Callaghan MJ, Collins NJ, Rathleff MS, Barton CJ. 2016 Patellofemoral pain consensus statement from the 4th International Patellofemoral Pain Research Retreat, Manchester. Part 2: recommended physical interventions (exercise, taping, bracing, foot orthoses and combined interventions). British journal of sports medicine. 2016; 50(14): 844-52.
4.     Davis IS, Powers C. Patellofemoral pain syndrome: proximal, distal, and local factors—international research retreat, April
30-may 2, 2009, Baltimore, Maryland. Journal of Orthopaedic & Sports Physical Therapy. 2010; 40(3): A1–A48.
5.     Wyndow N, Collins N, Vicenzino B, Tucker K, Crossley K. Is there a biomechanical link between patellofemoral pain and
 
osteoarthritis? A narrative review. Sports Medicine. 2016; 46(12): 1797-808.
6.     Bazett-Jones DM, Neal BS, Legg C, Hart HF, Collins NJ, Barton CJ. Kinematic and kinetic gait characteristics in people with patellofemoral pain: a systematic review and meta-analysis. Sports Medicine. 2023; 53(2): 519-47.
7.     Lenhart RL, Thelen DG, Wille CM, Chumanov ES, Heiderscheit BC. Increasing running step rate reduces patellofemoral joint forces. Medicine and science in sports and exercise. 2014; 46(3): 557.
8.     Okkonen I. Factors related to excessive patellofemoral loading in rearfoot running: University of Jyväskylä; 2015.
9.     de Oliveira Silva D, Briani RV, Pazzinatto MF, Ferrari D, Aragão FA, de Azevedo FM. Reduced knee flexion is a possible cause of increased loading rates in individuals with patellofemoral pain. Clinical Biomechanics. 2015; 30(9): 971-5.
10.  Johnson CD, Tenforde AS, Outerleys J, Reilly J, Davis IS. Impact-related ground reaction forces are more strongly associated with some running injuries than others. The American journal of sports medicine. 2020; 48(12): 3072-80.
11.  Lorimer AV, Keogh JW, Hume PA. Using stiffness to assess injury risk: comparison of methods for quantifying stiffness and their reliability in triathletes. PeerJ. 2018; 6: e5845.
12.  Yang C, Best TM, Liu H, Yu B. Knee biomechanical factors associated with patellofemoral pain in recreational runners. The Knee. 2022; 35: 87-97.
13.  Brazier J, Maloney S, Bishop C, Read PJ, Turner AN. Lower extremity stiffness: considerations for testing, performance enhancement, and injury risk. The Journal of Strength & Conditioning Research. 2019; 33(4): 1156-66.
14.  Davis IV JJ, Gruber AH. Leg stiffness, joint stiffness, and running-related injury: Evidence from a prospective cohort study. Orthopaedic journal of sports medicine. 2021; 9(5): 23259671211011213.
15.  Butler RJ, Crowell III HP, Davis IM. Lower extremity stiffness: implications for performance and injury. Clinical biomechanics. 2003; 18(6): 511-7.
16.  Williams III DS, Davis IM, Scholz JP, Hamill J, Buchanan TS. High-arched runners exhibit increased leg stiffness compared to low-arched runners. Gait & posture. 2004; 19(3): 263-9.
17.  Struzik A, Karamanidis K, Lorimer A, Keogh JW, Gajewski J. Application of leg, vertical, and joint stiffness in running performance: A literature overview. Applied Bionics and Biomechanics. 2021; 2021(1): 9914278.
18.  Watsford ML, Murphy AJ, McLachlan KA, Bryant AL, Cameron ML, Crossley KM, et al. A prospective study of the relationship between lower body stiffness and hamstring injury in professional Australian rules footballers. The American journal of sports medicine. 2010; 38(10): 2058-64.
19.  Pruyn EC, Watsford ML, Murphy AJ, Pine MJ, Spurrs RW, Cameron ML, et al. Relationship between leg stiffness and lower body injuries in professional Australian football. Journal of sports sciences. 2012; 30(1): 71-8.
20.  Sporri D, Pine MJ, Cameron ML, Spurrs RW, Sheehan WB, Bower RG, et al. Relationship between vertical stiffness and
soft-tissue injuries in professional Australian football. Journal of sports sciences. 2019; 37(21): 2425-32.
21.  Serpell BG, Scarvell JM, Ball NB, Smith PN. Vertical stiffness and muscle strain in professional Australian football. Journal of sports sciences. 2014; 32(20): 1924-30.
22.  Thijs Y, Van Tiggelen D, Roosen P, De Clercq D, Witvrouw E. A prospective study on gait-related intrinsic risk factors for patellofemoral pain. Clinical journal of sport medicine. 2007; 17(6): 437-45.
23.  Blyton SJ, Snodgrass SJ, Pizzari T, Birse SM, Likens AD, Edwards S. The impact of previous musculoskeletal injury on running gait variability: A systematic review. Gait & posture. 2023; 101: 124-33.
24.  Hoseinzadeh E, Eslami M, Taghipur M, Fayyaz-Movaghar A. The Role of Leg Stiffness in Prediction of Medial Tibial Stress Syndrome in Active People: A Prospective Cohort Study. Journal of Research in Rehabilitation Sciences. 2018; 13(5): 287-95.
25.  Brody DM. Techniques in the evaluation and treatment of the injured runner. The orthopedic clinics of north America. 1982; 13(3): 541-58.
26.  Hobara H, Kimura K, Omuro K, Gomi K, Muraoka T, Iso S, et al. Determinants of difference in leg stiffness between endurance-and power-trained athletes. Journal of biomechanics. 2008; 41(3): 506-14.
27.  Hobara H, Kimura K, Omuro K, Gomi K, Muraoka T, Sakamoto M, et al. Differences in lower extremity stiffness between endurance-trained athletes and untrained subjects. Journal of Science and Medicine in Sport. 2010; 13(1): 106-11.
28.  Powell DW, Williams DSB. Changes in Vertical and Joint Stiffness in Runners With Advancing Age. The Journal of Strength & Conditioning Research. 2018; 32(12): 3416-22.
29.  Brughelli M, Cronin J. Influence of running velocity on vertical, leg and joint stiffness: modelling and recommendations for future research. Sports medicine. 2008; 38(8): 647-57.
30.  Ueda T, Hobara H, Kobayashi Y, Heldoorn T, Mochimaru M, Mizoguchi H. Comparison of 3 methods for computing loading rate during running. International Journal of Sports Medicine. 2016; 37(13): 1087-90.
31.  Dixon SJ, Hinman RS, Creaby MW, Kemp G, Crossley KM. Knee joint stiffness during walking in knee osteoarthritis. Arthritis Care & Research: Official Journal of the American College of Rheumatology. 2010; 62(1): 38-44.
32.  Hamstra-Wright KL, Swanik CB, Ennis TY, Swanik KA. Joint stiffness and pain in individuals with patellofemoral syndrome. Journal of Orthopaedic & Sports Physical Therapy. 2005; 35(8): 495-501.
33.  Jin L, Hahn ME. Relationship between joint stiffness, limb stiffness and whole–body center of mass mechanical work across running speeds. Biomechanics. 2022; 2(3): 441-52.
34.  Schacht ES. Effect of ankle dorsiflexion range of motion on knee biomechanics: Implications for patellofemoral pain syndrome: The University of North Carolina at Greensboro; 2014.
35.  Hassan KA, Youssef RSE-E, Mahmoud NF, Eltagy H, El-Desouky MA. The relationship between ankle dorsiflexion range of motion, frontal plane projection angle, and patellofemoral pain syndrome. Foot and Ankle Surgery. 2022; 28(8): 1427–32.
36.  van Oeveren BT, de Ruiter CJ, Beek PJ, van Dieën JH. The biomechanics of running and running styles: a synthesis. Sports biomechanics. 2024; 23(4): 516-54.
37.  Szybist S, Houser A, Corletto J, Maloy W. Patellofemoral Biomechanics Considerations: Analysis of Factors Contributing to Patellofemoral Pain. Current Sports Medicine Reports. 2025; 24(9): 275–80.