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Generic Modeling of Contact and Fluid Pressures in Human Knee Joint for a Subpopulation

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Computer Methods in Biomechanics and Biomedical Engineering II (CMBBE 2023)

Part of the book series: Lecture Notes in Computational Vision and Biomechanics ((LNCVB,volume 39))

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Abstract

Subject-specific or patient-specific knee finite element modeling is time-consuming and technically challenging due to complex joint topology and multiple mechanical contacts involving several hard and soft tissues. It is even more challenging when the time variable is implemented to simulate fluid pressure and flow in the cartilaginous tissues. Various simplifications and modeling errors in finite element simulations based on a few knee joints have led to diverse or even conflicting results in the literature. Diverse approaches coupled with population variability may have resulted in subjective or subject-specific conclusions. Our research aims to understand the consequence of population diversity, including sex and ethnic differences in knee anatomy and tissue properties, through modeling a large population to find generic and subject-specific biomechanical behaviors. The objective of the present study was to develop a generic finite element knee modeling approach with statistical shape modeling. A fibril reinforced poromechanical model was used, which considered soft tissues as fluid-saturated materials. The virtual models were tested with subject-specific models to demonstrate the validity of the finite element solutions. The results from the virtual models were found reasonable as compared to those of subject-specific models based on individual knees. Joint mechanics for a large cohort may be more effectively determined with statistical results from principal modes and their variations, as compared to finite element modeling of every single knee.

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References

  1. Sophia Fox, A.J., Bedi, A., Rodeo, S.A.: The basic science of articular cartilage: structure, composition, and function. Sports Health 1(6), 461–468 (2009)

    Article  Google Scholar 

  2. Troken, A.J., Mao, J.J., Marion, N.W., Wan, L.Q., Mow, V.C.: Cartilage and meniscus, properties of. In: Encyclopedia of Medical Devices and Instrumentation. 2nd edn. Wiley (2006)

    Google Scholar 

  3. Carr, A.J., et al.: Knee replacement. The Lancet 379(9832), 1331–1340 (2012)

    Article  Google Scholar 

  4. Neptune, R.R., Kautz, S.A.: Knee joint loading in forward versus backward pedaling: implications for rehabilitation strategies. Clin. Biomech. 15(7), 528–535 (2000)

    Article  Google Scholar 

  5. Bendjaballah, M.Z., Shirazi-Adl, A., Zukor, D.J.: Biomechanics of the human knee joint in compression: reconstruction, mesh generation and finite element analysis. The Knee 2(2), 69–79 (1995)

    Google Scholar 

  6. Li, G., Gil, J., Kanamori, A., Woo, S.L.: A validated three-dimensional computational model of a human knee joint. J. Biomech. Eng. 121(6), 657–662 (1999)

    Article  Google Scholar 

  7. Uzuner, S., Rodriguez, M.L., Li, L.P., Kucuk, S.: Dual fluoroscopic evaluation of human tibiofemoral joint kinematics during a prolonged standing: A pilot study. Eng. Sci. Techn. Int. J. 22(3), 794–800 (2019)

    Google Scholar 

  8. Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active shape models-their training and application. Comput. Vis. Image Underst. 61(1), 38–59 (1995)

    Article  Google Scholar 

  9. Rao, C., Fitzpatrick, C.K., Rullkoetter, P.J., Maletsky, L.P., Kim, R.H., Laz, P.J.: A statistical finite element model of the knee accounting for shape and alignment variability. Med. Eng. Phys. 35(10), 1450–1456 (2013)

    Article  Google Scholar 

  10. Clouthier, A.L., Smith, C.R., Vignos, M.F., Thelen, D.G., Deluzio, K.J., Rainbow, M.J.: The effect of articular geometry features identified using statistical shape modelling on knee biomechanics. Med. Eng. Phys. 66, 47–55 (2019)

    Article  Google Scholar 

  11. Bruce, O.L., Baggaley, M., Welte, L., Rainbow, M.J., Edwards, W.B.: A statistical shape model of the tibia-fibula complex: sexual dimorphism and effects of age on reconstruction accuracy from anatomical landmarks. Comput. Methods Biomech. Biomed. Engin. 25(8), 875–886 (2022)

    Article  Google Scholar 

  12. Gibbons, K.D., Malbouby, V., Alvarez, O., Fitzpatrick, C.K.: Robust automatic hexahedral cartilage meshing framework enables population-based computational studies of the knee. Front. Bioeng. Biotechn. 10, 1059003 (2022)

    Article  Google Scholar 

  13. Rodriguez-Vila, B., Sánchez-González, P., Oropesa, I., Gomez, E.J., Pierce, D.M.: Automated hexahedral meshing of knee cartilage structures–application to data from the osteoarthritis initiative. Comput. Methods Biomech. Biomed. Engin. 20(14), 1543–1553 (2017)

    Article  Google Scholar 

  14. Myronenko, A., Song, X.: Point set registration: coherent point drift. IEEE Trans. Pattern Anal. Mach. Intell. 32(12), 2262, 2275 (2010)

    Google Scholar 

  15. Gower, J.C.: Generalized procrustes analysis. Psychometrika 40, 33–51 (1975)

    Article  MathSciNet  Google Scholar 

  16. Uzuner, S., Li, L.P., Kucuk, S., Memisoglu, K.: Changes in knee joint mechanics after medial meniscectomy determined with a poromechanical model. J. Biomech. Eng. 142(10), 101006 (2020)

    Article  Google Scholar 

  17. Subit, D., Masson, C., Brunet, C., Chabrand, P.: Microstructure of the ligament-to-bone attachment complex in the human knee joint. J. Mech. Behav. Biomed. Mater. 1(4), 360–367 (2008)

    Article  Google Scholar 

  18. Rachmat, H.H., Janssen, D., Zevenbergen, W.J., Verkerke, G.J., Diercks, R.L., Verdonschot, N.: Generating finite element models of the knee: How accurately can we determine ligament attachment sites from MRI scans? Med. Eng. Phys. 36(6), 701–707 (2014)

    Article  Google Scholar 

  19. Li, L.P., Cheung, J.T.M., Herzog, W.: Three-Dimensional fibril reinforced finite element model of articular cartilage. Med. Biol. Eng. Comput. 47(6), 607–615 (2009)

    Article  Google Scholar 

  20. Taylor, M., Bryan, R., Galloway, F.: Accounting for patient variability in finite element analysis of the intact and implanted hip and knee: a review. Int. J. Numer. Meth. Biomed. Engng. 29, 273–292 (2013)

    Article  Google Scholar 

  21. Erdemir, A., et al.: Deciphering the “Art” in modeling and simulation of the knee joint: overall strategy. J. Biomechan. Eng. 141(7), 071002 (2019)

    Article  Google Scholar 

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Correspondence to LePing Li .

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Deng, R., Li, L. (2024). Generic Modeling of Contact and Fluid Pressures in Human Knee Joint for a Subpopulation. In: Skalli, W., Laporte, S., Benoit, A. (eds) Computer Methods in Biomechanics and Biomedical Engineering II. CMBBE 2023. Lecture Notes in Computational Vision and Biomechanics, vol 39. Springer, Cham. https://doi.org/10.1007/978-3-031-55315-8_14

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  • DOI: https://doi.org/10.1007/978-3-031-55315-8_14

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  • Online ISBN: 978-3-031-55315-8

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