Design of patient-specific gait modifications for knee osteoarthritis rhabilitation

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 9, 2007, Pages 1687-1695

  Fregly, Benjamin J ^a   Reinbolt, Jeffrey A ^a,b   Rooney, Kelly L ^c   Mitchell, Kim H ^d   Chmielewski, Terese L ^a  

^a UNIVERSITY OF FLORIDA   (United States)

^b Stanford University   (United States)

^c J Crayton Pruitt Family Department of Biomedical Engineering   (United States)

^d Biomotion Foundation   (United States)

Author keywords

Dynamic optimization; Knee adduction moment; Movement prediction; Osteoarthritis (OA)

Indexed keywords

COST FUNCTIONS; KINEMATICS; OPTIMIZATION; PATIENT REHABILITATION; SURGERY;

KNEE OSTEOARTHRITIS RHABILITATION; LEG FLEXION; MOVEMENT PREDICTION; PELVIS OBLIQUITY;

GAIT ANALYSIS;

ADDUCTION; ADULT; ARTICLE; CONTROLLED STUDY; FEASIBILITY STUDY; FEMALE; FOOT; GAIT; HUMAN; HUMAN EXPERIMENT; KINEMATICS; KNEE FUNCTION; KNEE OSTEOARTHRITIS; MALE; MUSCULOSKELETAL FUNCTION; NORMAL HUMAN; PELVIS; PREDICTION; ROTATION; TORQUE; WALKING;

ADULT; COMPUTER SIMULATION; GAIT; HUMANS; KNEE; MALE; MODELS, BIOLOGICAL; OSTEOARTHRITIS, KNEE; PHYSICAL THERAPY MODALITIES; RANGE OF MOTION, ARTICULAR; THERAPY, COMPUTER-ASSISTED; WEIGHT-BEARING;

EID: 34548176343     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.891934     Document Type: Article

References (37)

1. O. D. Schipplein and T. P. Andriacchi, "Interaction between active and passive knee stabilizers during level walking," J. Orthop. Res., vol. 9, pp. 113-119, 1991.
2. T. P. Andriacchi, "Dynamics of knee malalignment," Orthop. Clin. North Am., vol. 25, pp. 395-403, 1994.
3. M. Wada, S. Imura, K. Nagatani, H. Baba, S. Shimada, and S. Sasaki, "Relationship between gait and clinical results after high tibial osteotomy," Clin. Orthop. Relat. Res., vol. 354, pp. 180-188, 1998.
4. D. E. Hurwitz, A. B. Ryals, J. P. Case, J. A. Block, and T. P. Andriacchi, "The knee adduction moment during gait in subjects with knee osteoarthritis is more closely correlated with static alignment than radiographic disease severity, toe out angle and pain," J. Orthop. Res., vol. 20, pp. 101-107, 2002.
5. A. Mündermann, C. O. Dyrby, and T. P. Andriacchi, "Secondary gait changes in patients with medial compartment knee osteoarthritis," Arthritis Rheum., vol. 52, pp. 2835-2844, 2005.
6. C. C. Prodromos, T. P. Andriacchi, and J. O. Galante, "The relationship between gait and clinical changes following high tibial osteotomy," J. Bone Joint Surg., vol. 67A, pp. 1188-1194, 1985.
7. J. W. Wang, K. N. Kuo, T. P. Andriacchi, and J. O. Galante, "The influence of walking mechanics and time on the results of proximal tibial osteotomy," J. Bone Joint Surg., vol. 72A, pp. 905-913, 1990.
8. J. M. Bryan, D. E. Hurwitz, B. R. Bach, T. Bittar, and T. P. Andriacchi, "Apredictive model of outcome in high tibial osteotomy," in Proc. 43rd Annu. Meeting Orthop. Res. Soc., 1997, p. 718.
9. L. Weidenhielm, O. K. Svensson, and L.-Å. Broström, "Surgical correction of leg alignment in unilateral knee osteoarthritis reduces the load on the hip and knee bilaterally," Clin. Biomech., vol. 10, pp. 217-221, 1995.
10. D. E. Hurwitz, D. R. Sumner, T. P. Andriacchi, and D. A. Sugar, "Dynamic knee loads during gait predict proximal tibial bone distribution," J. Biomech., vol. 31, pp. 423-430, 1998.
11. L. Sharma, D. E. Hurwitz, E. J.-M. A. Thonar, J. A. Sum, M. E. Lenz, D. D. Dunlop, T. J. Schnitzer, G. Kirwan-Mellis, and T. P. Andriacchi, "Knee adduction moment, serum hyaluronan level, and disease severity in medial tibiofemoral osteoarthritis," Arthritis Rheum., vol. 41, pp. 1233-1240, 1998.
12. T. Miyazaki, M. Wada, H. Kawahara, M. Sato, H. Baba, and S. Shimada, "Dynamic load at baseline can predict radiographic disease progression in medial compartment knee osteoarthritis," Ann. Rheum. Dis., vol. 61, pp. 617-622, 2002.
13. M. Andrews, F. R. Noyes, T. E. Hewett, and T. P. Andriacchi, "Lower limb alignment and foot angle are related to stance phase knee adduction in normal subjects: A critical analysis of the reliability of gait analysis data," J. Orthop. Res., vol. 14, pp. 289-295, 1996.
14. M. Guo, M. J. Axe, and K. Manal, "The Influence of foot progression angle on the knee adduction moment during walking and stair climbing in pain free individuals with knee osteoarthritis," Gait Posture (in press).
15. A. Mündermann, C. O. Dyrby, D. E. Hurwitz, L. Sharma, and T. P. Andriacchi, "Potential strategies to reduce medial compartment loading in patients with knee osteoarthritis of varying severity," Arthritis Rheum., vol. 50, pp. 1172-1178, 2004.
16. J. L. DeMarre, L. Mündermann, L., T. P. Andriacchi, and A. Mündermann, "A mechanism to lower the knee adduction moment during walking: Gait retraining as intervention for knee OA," presented at the 30th Annu. Meeting Am. Soc. Biomech., 2006, paper #173.
17. W. Kakihana, M. Akai, N. Yamasaki, T. Takashima, and K. Nakazawa, "Changes in joint moments in the gait of normal subjects wearing laterally wedged insoles," Am. J. Phys. Med. Rehab., vol. 83, pp. 273-278, 2004.
18. W. Kakihana, M. Akai, K. Nakazawa, T. Takashima, K. Naito, and S. Torii, "Effects of laterally wedged insoles on knee and subtalar joint moments," Arch. Phys. Med. Rehab., vol. 86, pp. 1465-1471, 2005.
19. J. A. Reinbolt, J. F. Schutte, B. J. Fregly, B. I. Koh, R. T. Haftka, A. D. George, and K. H. Mitchell, "Determination of patient-specific multijoint kinematic models through two-level optimization," J. Biomech., vol. 38, pp. 621-626, 2005.
20. F. C. Anderson and M. G. Pandy, "Dynamic optimization of human walking," J. Biomech. Eng., vol. 123, pp. 381-390, 2001.
21. A. J. Van den Bogert, G. D. Smith, and B. M. Nigg, "In vivo determination of the anatomical axes of the ankle joint complex: An optimization approach," J. Biomech., vol. 27, pp. 1477-1488, 1994.
22. F. C. Anderson and M. G. Pandy, "A dynamic optimization solution for vertical jumping in three dimensions," Comput. Meth. Biomech. Biomed. Eng., vol. 2, pp. 201-231, 1999.
23. R. R. Neptune, I. C. Wright, and A. J. Van den Bogert, "A method for numerical simulation of single limb ground contact events: Application to heel-toe running," Comput. Meth. Biomech. Biomed. Eng., vol. 3, pp. 321-334, 2001.
24. Z. Popovic, "Motion transformation by physically based spacetime optimization," Ph.D. dissertation, Dept. Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, 1999.
25. L. Chéze, B. J. Fregly, and J. Dimnet, "Determination of joint functional axes from noisy marker data using the finite helical axis," Hum. Mov. Sci., vol. 17, pp. 1-15, 1998.
26. M. L. Nagurka and V. Yen, "Fourier-based optimal control of nonlinear dynamic systems," J. Dyn. Syst. Meas. Cont., vol. 112, pp. 17-26, 1990.
27. P. D. Leva, "Adjustments to Zatsiorsky-Seluyanov's segment inertia parameters," J. Biomech., vol. 29, pp. 1223-1230, 1996.
28. G. Magyar, S. Toksvig-Larsen, and A. Lindstrand, "Changes in osseous correction after proximal tibial osteotomy," Acta. Orthop. Scand., vol. 70, pp. 473-477, 1999.
29. A. Griewank, D. Juedes, and J. Utke, "ADOL-C: A package for the automatic differentiation of algorithms written in C/C++," Assoc. Comput. Mach. Trans. Math. Software, vol. 22, pp. 131-167, 1996.
30. J. Schröter, V. Güth, M. Overbeck, D. Rosenbaum, and W. Winkelmann, "The 'Entlastungsgang'. A hip unloading gait as a new conservative therapy for hip pain in the adult," Gait Posture, vol. 9, pp. 151-157, 1999.
31. H. P. Crowell and I. S. Davis, I.S., "Reducing lower extremity loads through gait retraining using real-time feedback methods," in Proc. 30th Annu. Meeting Am. Soc. Biomech., 2006, paper #318.
32. J. A. Buckwalter, C. Saltzman, and T. Brown, "The impact of osteoarthritis: Implications for research," Clin. Orthop. Rel. Res., vol. 427, pp. S6-S15, 2004.
33. C. L. Saltzman, M. L. Salamon, G. M. Blanchard, T. Huff, A. Hayes, J. A. Buckwalter, and A. Amendola, "Epidemiology of ankle arthritis: Report of a consecutive series of 639 patients from a tertiary orthopaedic center," Iowa Orthop. J., vol. 24, pp. 44-46, 2004.
34. D. Zhao, S. A. Banks, K. H. Mitchell, D. D. D'Lima, C. W. Colwell, and B. J. Fregly, "Correlation between the knee adduction torque and medial contact force for a variety of gait patterns," J. Orthop. Res., vol. 25, pp. 789-797, 2007.
35. K. Manal, J. Gardinier, and N. Chimera, "What are we missing when using inverse dynamics," presented at the 30th Annu. Meeting Am. Soc. Biomech., 2006, paper #323.
36. T. Hortobagyi, L. Westerkamp, S. Beam, J. Moody, J. Garry, D. Holbert, and P. DeVita, "Altered hamstring-quadriceps muscle balance in patients with knee osteoarthritis," Clin. Biomech., vol. 20, pp. 97-104, 2005.
37. L. A. Talbot, J. M. Gaines, S. M. Ling, and E. J. Metter, "A home-based protocol of electrical muscle stimulation for quadriceps muscle strength in older adults with osteoarthritis of the knee," J. Rheum., vol. 30, pp. 1571-1578, 2003.