Statistical shape modeling describes variation in tibia and femur surface geometry between Control and Incidence groups from the Osteoarthritis Initiative database

Journal of Biomechanics

Volumn 43, Issue 9, 2010, Pages 1780-1786

  Bredbenner, Todd L ^a   Eliason, Travis D ^a   Potter, Ryan S ^a   Mason, Robert L ^a   Havill, Lorena M ^b   Nicolella, Daniel P ^a  

^a SOUTHWEST RESEARCH INSTITUTE   (United States)

^b SOUTHWEST FOUNDATION FOR BIOMEDICAL RESEARCH   (United States)

Author keywords

Alignment; Geometry; Knee; Osteoarthritis; Statistical shape modeling

Indexed keywords

ARTICULAR SURFACES; BONE GEOMETRY; BONE SURFACE; CLINICAL RISKS; CONTROL GROUPS; DIAGNOSTIC TOOLS; HEALTHY SUBJECTS; JOINT SPACE; JOINT SURFACES; KNEE JOINT; KNEE OSTEOARTHRITIS; OSTEOARTHRITIS; RIGID BODY TRANSFORMATION; SPATIAL VARIATIONS; STATISTICAL SHAPES; SURFACE GEOMETRIES;

ALIGNMENT; BONE; JOINTS (ANATOMY);

COMPUTATIONAL GEOMETRY;

ADULT; AGED; ARTICLE; BIOMECHANICS; BIOTRANSFORMATION; BONE STRUCTURE; CLINICAL ARTICLE; CONTROLLED STUDY; FACTUAL DATABASE; FEMALE; FEMUR; GEOMETRY; HUMAN; KNEE OSTEOARTHRITIS; KNEE RADIOGRAPHY; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RISK FACTOR; STATISTICAL MODEL; STATISTICAL SHAPE MODELING; TIBIA; BIOLOGICAL MODEL; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; MALE; MIDDLE AGED; PATHOLOGY; PROCEDURES; STATISTICAL ANALYSIS; SURFACE PROPERTY;

COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; DATABASES, FACTUAL; FEMALE; FEMUR; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MODELS, BIOLOGICAL; MODELS, STATISTICAL; OSTEOARTHRITIS, KNEE; SURFACE PROPERTIES; TIBIA;

EID: 77953537444     PISSN: 00219290     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbiomech.2010.02.015     Document Type: Article

References (45)

1. Andriacchi T.P., Mundermann A., Smith R.L., Alexander E.J., Dyrby C.O., Koo S. A framework for the in vivo pathomechanics of osteoarthritis at the knee. Ann. Biomed. Eng. 2004, 32(3):447-457.
2. Andriacchi T.P., Koo S., Scanlan S.F. Gait mechanics influence healthy cartilage morphology and osteoarthritis of the knee. J. Bone Joint Surg. Am. 2009, 91:95-101.
3. Arokoski J.P., Jurvelin J.S., Vaatainen U., Helminen H.J. Normal and pathological adaptations of articular cartilage to joint loading. Scand. J. Med. Sci. Sports 2000, 10(4):186-198.
4. Babalola K.O., Cootes T.F., Patenaude B., Rao A., Jenkinson M. Comparing the similarity of statistical shape models using the Bhattacharya metric. Med. Image Comput. Comput. Assist. Interv. Int. Conf. Med. Image Comput. Comput. Assist. Interv. 2006, 9(Pt 1):142-150.
5. Bagge E., Bjelle A., Valkenburg H.A., Svanborg A. Prevalence of radiographic osteoarthritis in two elderly European populations. Rheumatol. Int. 1992, 12:33-38.
6. Benameur S., Mignotte M., Labelle H., De Guise J.A. A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine. IEEE Trans. Biomed. Eng. 2005, 52(12):2041-2057.
7. Biscevic M., Hebibovic M., Smrke D. Variations of femoral condyle shape. Coll. Antropol. 2005, 29(2):409-414.
8. Biswal S., Hastie T., Andriacchi T.P., Bergman G.A., Dillingham M.F., Lang P. Risk factors for progressive cartilage loss in the knee: a longitudinal magnetic resonance imaging study in forty-three patients. Arthritis Rheum. 2002, 46(11):2884-2892.
9. Bredbenner T.L., Nicolella D.P. A methodology for bone strength prediction using parametric statistical shape and density finite element modeling. Annual Meeting of the American Society for Bone and Mineral Research 2007.
10. Bredbenner T.L., Nicolella D.P. Simulation of fall loading using a probabilistic shape-based finite element model of human femurs. Summer Bioengineering Conference of the American Society of Mechanical Engineers 2007.
11. Bredbenner T.L., Nicolella D.P. Statistical shape and density based finite element modeling of the human proximal femur. 54th Annual Meeting of the Orthopaedic Research Society 2008.
12. Cicuttini F.M., Forbes A., Yuanyuan W., Rush G., Stuckey S.L. Rate of knee cartilage loss after partial meniscectomy. J. Rheumatol. 2002, 29(9):1954-1956.
13. Courtney P., Doherty M. Current drug treatment of osteoarthritis in primary care. Prescriber 2006, 17(19):48-56.
14. Ding C., Martel-Pelletier J., Pelletier J.P., Abram F., Raynauld J.P., Cicuttini F., Jones G. Meniscal tear as an osteoarthritis risk factor in a largely non-osteoarthritic cohort: a cross-sectional study. J. Rheumatol. 2007, 34:776-784.
15. Dornaika F., Ahlberg J. Fitting 3D face models for tracking and active appearance model training. Image Vision Comput. 2006, 24(9):1010-1024.
16. Draper N.R., Smith H. Applied Regression Analysis 1998, Wiley-Interscience, Hoboken, NJ.
17. Felson D.T., Lawrence R.C., Hochberg M.C., McAlindon T., Dieppe P.A., Minor M.A., Blair S.N., Berman B.M., Fries J.F., Weinberger M., Lorig K.R., Jacobs J.J., Goldberg V. Osteoarthritis: new insights. Part 1: the disease and its risk factors. Ann. Int. Med. 2000, 133(8):635-646.
18. Felson D.T., Lawrence R.C., Hochberg M.C., McAlindon T., Dieppe P.A., Minor M.A., Blair S.N., Berman B.M., Fries J.F., Weinberger M., Lorig K.R., Jacobs J.J., Goldberg V. Osteoarthritis: new insights. Part 2: treatment approaches. Ann. Int. Med. 2000, 133(9):726-737.
19. Ferrarini L., Palm W.M., Olofsen H., van Buchem M.A., Reiber J.H., Admiraal-Behloul F. Shape differences of the brain ventricles in Alzheimer's disease. Neuroimage 2006, 32(3):1060-1069.
20. Grood E.S., Suntay W.J. A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. J. Biomech. Eng. 1983, 105(2):136-144.
21. Harris W.H. Etiology of osteoarthritis of the hip. Clin. Orthop. Relat. Res. 1986, 213:20-33.
22. Hashemi J., Chandrashekar N., Gill B., Beynnon B.D., Slauterbeck J.R., Schutt R.C., Mansouri H., Dabezies E. The geometry of the tibial plateau and its influence on the biomechanics of the tibiofemoral joint. J. Bone Joint Surg. Am. 2008, 90(12):2724-2734.
23. Heimann, T., Oguz, I., Wolf, I., Styner, M., Meinzer, H., 2006. Implementing the automatic generation of 3D statistical shape models with ITK. The Insight Journal-2006 MICCAI Open Science Workshop.
24. Hohe J., Ateshian G., Reiser M., Englmeier K.H., Eckstein F. Surface size, curvature analysis, and assessment of knee joint incongruity with MRI in vivo. Magn. Reson. Med. 2002, 47(3):554-561.
25. Hunter D.J., Zhang Y.Q., Niu J.B., Tu X., Amin S., Clancy M., Guermazi A., Grigorian M., Gale D., Felson D.T. The association of meniscal pathologic changes with cartilage loss in symptomatic knee osteoarthritis. Arthritis Rheum. 2006, 54(3):795-801.
26. Hutton C.W., Higgs E.R., Jackson P.C., Watt I., Dieppe P.A. 99M TcHMDP bone scanning in generalized nodal osteoarthritis. II. The four-hour bone scan image predicts radiographic change. Ann. Rheum. Dis. 1986, 45:622-626.
27. Kadaba M.P., Ramakrishnan H.K., Wootten M.E., Gainey J., Gorton G., Cochran G.V. Repeatability of kinematic, kinetic, and electromyographic data in normal adult gait. J. Orthop. Res. 1989, 7(6):849-860.
28. Koikkalainen J., Hirvonen J., Nyman M., Lotjonen J., Hietala J., Ruotsalainen U. Shape variability of the human striatum-effects of age and gender. Neuroimage 2007, 34(1):85-93.
29. Kuettner K., Goldberg V.M. Introduction. Osteoarthritic Disorders 1995, xxi-xxv. American Academy of Orthopaedic Surgeons, Rosemont, IL. K. Kuettner, V.M. Goldberg (Eds.).
30. Lorenz C., Krahnstover N. Generation of point-based 3D statistical shape models for anatomical objects. Comput. Vision Image Understanding 2000, 77(2):175-191.
31. Mankin H.J., Dorfman H., Lippiello L., Zarins A. Biochemical and metabolic abnormalities in articular cartilage from osteo-arthritic human hips. II. Correlation of morphology with biochemical and metabolic data. J. Bone Joint Surg. Am. 1971, 53(3):523-537.
32. Matsuda S., Miura H., Nagamine R., Mawatari T., Tokunaga M., Nabeyama R., Iwamoto Y. Anatomical analysis of the femoral condyle in normal and osteoarthritic knees. J. Orthop. Res. 2004, 22(1):104-109.
33. Mow V.C., Ratcliffe A. Structure and function of articular cartilage and meniscus. Basic Orthopaedic Biomechanics 1997, Lippincott Raven, New York. V.C. Mow, W.C. Hayes (Eds.).
34. Newell R.S., Hubley-Kozey C.L., Stanish W.D., Deluzio K.J. Detecting differences between asymptomatic and osteoarthritic gait is influenced by changing the knee adduction moment model. Gait Posture 2008, 27:485-492.
35. Osteoarthritis Initiative, 2006. MRI Procedure Manual for Examinations of the Knee and Thigh. The Osteoarthritis Initiative: A Knee Health Study.
36. Pelletier J.P., Raynauld J.P., Berthiaume M.J., Abram F., Choquette D., Haraoui B., Beary J.F., Cline G.A., Meyer J.M., Martel-Pelletier J. Risk factors associated with the loss of cartilage volume on weight-bearing areas in knee osteoarthritis patients assessed by quantitative magnetic resonance imaging: a longitudinal study. Arthritis Res. Ther. 2007, 9(4):R74.
37. Rueckert D., Frangi A.F., Schnabel J.A. Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration. IEEE Trans. Med. Imaging 2003, 22(8):1014-1025.
38. Shan Z.Y., Parra C., Ji Q., Jain J., Reddick W.E. A knowledge-guided active model method of cortical structure segmentation on pediatric MR images. J. Magn. Reson. Imaging 2006, 24(4):779-789.
39. Sharma L., Lou C., Felson D.T., Dunlop D.D., Kirwan-Mellis G., Hayes K.W., Weinrach D., Buchanan T.S. Laxity in healthy and osteoarthritic knees. Arthritis Rheum. 1999, 42(5):861-870.
40. Shepstone L., Rogers J., Kirwan J., Silverman B. The shape of the distal femur: a palaeopathological comparison of eburnated and non-eburnated femora. Ann. Rheum. Dis. 1999, 58(2):72-78.
41. Teichtahl A.J., Parkins K., Hanna F., Wluka A.E., Urquhart D.M., English D.R., Giles G.G., Cicuttini F.M. The relationship between the angle of the trochlear groove and patella cartilage and bone morphology-a cross-sectional study of healthy adults. Osteoarthritis Cartilage 2007, 15(10):1158-1162.
42. United Nations World Population Prospects: The 2008 Revision 2009, Population Division of the Department of Economic and Social Affairs of the United Nations.
43. Van Saase J.L.C.M., van Romunde L.K.J., Cats A., Vandenbroucke J.P., Valkenburg H.A. Epidemiology of osteoarthritis: zoetermeer survey. Comparison of radiological osteoarthritis in a Dutch population with that in 10 other populations. Ann. Rheum. Dis. 1989, 48:271-280.
44. Vos P., Interma F., van El B., DeGroot J., Bijlsma J.W., Lafeber F., Mastbergen S. Does loading influence the severity of cartilage degeneration in the canine Groove-model of OA?. J. Orthop. Res. 2009, 27(10):1332-1338.
45. Yang N., Nayeb-Hashemi H., Canavan P.K. The combined effect of frontal plane tibiofemoral knee angle and meniscectomy on the cartilage contact stresses and strains. Ann. Biomed. Eng. 2009, 37(11):2360-2372.