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Topology optimization of the hip bone for gait cycle

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Abstract

This work presents a topology optimization–based approach towards the optimal design of the human hip bone under mechanical loads during walking. The human hip bone is a complex structure that connects the leg with the torso. It transfers body loads from the upper body to the leg during standing, walking, running, and other daily activities during which it bears nearly two to six times the body weight. This indicates that the evolution of the human hip bone might have been guided by mechanical loads during upright gait which is particular in humans. This motivates us to synthesize an optimal hip structure under loads and constraints of the gait cycle using tools of structural topology optimization. The problem is posed as a compliance minimization problem subject to volume constraint under similar boundary conditions and mechanical loads as the natural hip bone. During a few phases of the gait cycle, the optimal designs from topology optimization achieve good similarity with the natural hip bone. The similarity highly increases under a judicious combination of loading of different phases of the gait cycle. No such prior work exists on the optimal design of the human hip bone as a single entity using topology optimization. The new design may find applications in replacement of hip bone and its parts due to failure under high stresses in different types of injuries.

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References

  • Anderson AE, Peters CL, Tuttle BD, Weiss JA (2005) Subject-specific finite element model of the pelvis: development, validation and sensitivity studies. J Biomech Eng 127(3):364–373

    Google Scholar 

  • Arora JS, Haug EJ (1979) Methods of design sensitivity analysis in structural optimization. AIAA J 17 (9):970–974

    MathSciNet  Google Scholar 

  • Bagge M (2000) A model of bone adaptation as an optimization process. J Biomech 33(11):1349–1357

    Google Scholar 

  • Bendsoe MP, Kikuchi N (1988) Generating optimal topologies in structural design using a homogenization method. Comput Methods Appl Mech Eng 71(2):197–224

    MathSciNet  MATH  Google Scholar 

  • Bendsoe MP, Sigmund O (1999) Material interpolation schemes in topology optimization. Arch Appl Mech 69(9):635–654

    MATH  Google Scholar 

  • Bendsoe MP, Sigmund O (2004) Topology optimization: theory, methods and applications, 2nd ed. Springer

  • Bergmann G, Graichen F, Rohlmann A (1993) Hip joint loading during walking and running, measured in two patients. J Biomech 26(8):969–990

    Google Scholar 

  • Bergmann G, Deuretzbacher G, Heller M, Graichen F, Rohlmann A (2001) Hip contact and gait patterns from routine activities. J Biomech 34:859–871

    Google Scholar 

  • Bourdin B (2001) Filters in topology optimization. Int J Numer Methods Eng 50(9):2143–2158

    MathSciNet  MATH  Google Scholar 

  • Carter DR, Orr TE (1992) Skeletal development and bone functional adaptation. J Bone Miner Res 7(2 S):S389–S395

    Google Scholar 

  • Coelho PG, Fernandes PR, Guedes JM, Rodrigues HC (2008) A hierarchical model for concurrent material and topology optimisation of three-dimensional structures. Struct Multidiscip Optim 35(2):107–115

    Google Scholar 

  • Coelho PG, Fernandes PR, Rodrigues HC, Cardoso JB, Guedes JM (2009) Numerical modeling of bone tissue adaptation-a hierarchical approach for bone apparent density and trabecular structure. J Biomech 42 (7):830–837

    Google Scholar 

  • Cowin SC, Hegedus DH (1976) Bone remodeling I: theory of adaptive elasticity. J Elast 6(3):313–326

    MathSciNet  MATH  Google Scholar 

  • Cowin SC, Moss-Salentijn L, Moss ML (1991) Candidates for the mechanosensory system in bone. American Society of Mechanical Engineers, Bioengineering Division (Publication) BED 20:313–316

    Google Scholar 

  • Crowninshield RD, Brand RA (1981) A physiologically based criterion of muscle force prediction in locomotion. J Biomech 14(11):793–801

    Google Scholar 

  • Dalstra M, Huiskes R (1995) Load transfer across the pelvic bone. J Biomech 28(6):715–724

    Google Scholar 

  • Dalstra M, Huiskes R, van Erning L (1995) Development and validation of a three-dimensional finite element model of the pelvic bone. J Biomech Eng 117(3):272–8

    Google Scholar 

  • Deaton JD, Grandhi RV (2014) A survey of structural and multidisciplinary continuum topology optimization: post 2000. Struct Multidiscip Optim 49(1):1–38

    MathSciNet  Google Scholar 

  • Dostal WF, Andrews JG (1981) A three dimensional biomechanical model of hip musculature. J Biomech 14(11):803–812

    Google Scholar 

  • Eschenauer HA, Olhoff N (2001) Topology optimization of continuum structures: a review. Appl Mech Rev 54(4):331–390

    Google Scholar 

  • Fernandes P, Rodrigues H, Jacobs C (1999) A model of bone adaptation using a global optimisation criterion based on the trajectorial theory of Wolff. Comput Methods Biomech Biomed Engin 2(2):125–138

    Google Scholar 

  • Fernandes PR, Folgado J, Jacobs C, Pellegrini V (2002) A contact model with ingrowth control for bone remodelling around cementless stems. J Biomech 35(2):167–176

    Google Scholar 

  • Folgado J, Fernandes PR, Guedes JM, Rodrigues HC (2004) Evaluation of osteoporotic bone quality by a computational model for bone remodeling. Comput Struct 82(17–19):1381–1388

    Google Scholar 

  • Fu CL, Bai YC, Lin C, Wang WW (2019) Design optimization of a newly developed aluminum-steel multi-material electric bus body structure. Struct Multidisc Optim 60:2177–2187

    Google Scholar 

  • Fung YC (1993) Biomechanics: mechanical properties of living tissues, 2nd edn. Springer, New York

    Google Scholar 

  • Fyhrie D, Schaffler MB (1995) The adaptation of bone apparant density to applied load. J Biomech 28 (2):135–146

    Google Scholar 

  • Ghosh R, Pal B, Ghosh D, Gupta S (2015) Finite element analysis of a hemi-pelvis: the effect of inclusion of cartilage layer on acetabular stresses and strain. Comput Methods Biomech Biomed Engin 18(7):697–710

    Google Scholar 

  • Goel VK, Svensson NL (1977) Forces on the pelvis. J Biomech 10(3):195–200

    Google Scholar 

  • Goel VK, Valliappan S, Svensson NL (1978) Stresses in the normal pelvis. Comput Biol Med 8(2):91–104

    Google Scholar 

  • Gower JC (1975) Generalized procrustes analysis. Psychometrika 40(1):33–51

    MathSciNet  MATH  Google Scholar 

  • Haq R, Srivastava A, Dhammi I (2014) Classification of pelvic fractures and its clinical relevance. J of Orthoped Traumatol Rehab 7(1):8–13

    Google Scholar 

  • Harrigan TP, Hamilton JJ (1993) Finite element simulation of adaptive bone remodelling: a stability criterion and a time stepping method. Int J Numer Methods Eng 36(5):837–854

    Google Scholar 

  • Hollister SJ, Kikuchi N, Goldstein SA (1993) Do bone ingrowth processes produce a globally optimized structure? J Biomech 26(4–5):391–407

    Google Scholar 

  • Hu P, Wu T, Wang HZ, Qi XZ, Yao J, Cheng XD, Chen W, Zhang YZ (2017) Influence of different boundary conditions in finite element analysis on pelvic biomechanical load transmission. Orthop Surg 9 (1):115–122

    Google Scholar 

  • Huiskes R, Rulmerman R, Van Lenthe GH, Janssen JD (2000) Effects of mechanical forces on maintenance and adaptation of form in trabecular bone. Nature 405(6787):704–706

    Google Scholar 

  • Iqbal T, Wang L, Li D, Dong E, Fan H, Fu J, Hu C (2019) A general multi-objective topology optimization methodology developed for customized design of pelvic prostheses. Med Eng Phys 69:8–16

    Google Scholar 

  • Lekszycki T (1999) Optimality conditions in modeling of bone adaptation phenomenon. J Theor Appl Mech 37(3):607–624

    MATH  Google Scholar 

  • Lekszycki T (2002) Modelling of bone adaptation based on an optimal response hypothesis. Meccanica 37 (4–s5):343–354

    MathSciNet  MATH  Google Scholar 

  • Lekszycki T (2005) Functional adaptation of bone as an optimal control problem. J Theor Appl Mech 43 (2005):555–574

    Google Scholar 

  • Lemaire V, Tobin FL, Greller LD, Cho CR, Suva LJ (2004) Modeling the interactions between osteoblast and osteoclast activities in bone remodeling. J Theor Biol 229(3):293–309

    MathSciNet  MATH  Google Scholar 

  • Levenston ME, Carter DR (1998) An energy dissipation-based model for damage stimulated bone adaptation. J Biomech 31(7):579–586

    Google Scholar 

  • Lovejoy CO (1988) Evolution of human walking. Sci Am 259(5):118–125

    Google Scholar 

  • Lovejoy CO (2005) The natural history of human gait and posture. Part 2. Hip and thigh. Gait Post 21 (1):113–124

    Google Scholar 

  • Mullender MG, Huiskes R (1995) Proposal for the regulatory mechanism of Wolff’s law. J Orthop Res 13 (4):503–512

    Google Scholar 

  • Oonishi H, Isha H, Hasegawa T (1983) Mechanical analysis of the human pelvis and its application to the artificial hip joint - by means of the three dimensional finite element method. J Biomech 16(6):427–444

    Google Scholar 

  • Pedersen DR, Brand RA, Davy DT (1997) Pelvic muscle and acetabular contact forces during gait. J Biomech 30(9):959–965

    Google Scholar 

  • Ricci PL, Maas S, Kelm J, Gerich T (2018) Finite element analysis of the pelvis including gait muscle forces: an investigation into the effect of rami fractures on load transmission. J Exper Orthopaed 5(1):1–9

    Google Scholar 

  • Rodrigues H, Guedes JM, Bendsoe MP (2002a) Hierarchical optimization of material and structure. Struct Multidiscip Optim 24(1):1–10

    Google Scholar 

  • Rodrigues H, Jacobs C, Guedes JM, Bendsøe MP (2002b) Global and local material optimization models applied to anisotropic bone adaptation. In: Pedersen P, Bendsøe MP (eds) IUTAM Symposium on synthesis in bio solid mechanics. Springer, Netherlands, pp 209–220

  • Rozvany GI (2000) The simp method in topology optimization - theoretical background, advantages and new applications. In: Proceedings of 8th AIAA/USAF/NASA/ISSMO symposium on multidisciplinary analysis and optimization

  • Rozvany GI (2009) A critical review of established methods of structural topology optimization. Struct Multidiscip Optim 37(3):217–237

    MathSciNet  MATH  Google Scholar 

  • Ruimerman R, Hilbers P, Van Rietbergen B, Huiskes R (2005) A theoretical framework for strain-related trabecular bone maintenance and adaptation. J Biomech 38(4):931–941

    Google Scholar 

  • Seireg A, Arvikar RJ (1973) A mathematical model for evaluation of forces in lower extremities of musculoskeletal system. J Biomech 6(3):313–326

    Google Scholar 

  • Sigmund O (2001) A 99 line topology optimization code written in matlab. Struct Multidiscip Optim 21:120–127

    Google Scholar 

  • Sigmund O, Maute K (2013) Topology optimization approaches: a comparative review. Struct Multidiscip Optim 48(6):1031–1055

    MathSciNet  Google Scholar 

  • Sutradhar A, Paulino GH, Miller MJ, Nguyen TH (2010) Topological optimization for designing patient-specific large craniofacial segmental bone replacements. Proc Nat Acad Sci 107(30):13,222–13,227

    Google Scholar 

  • Sutradhar A, Park J, Carrau D, Nguyen TH, Miller MJ, Paulino GH (2016) Designing patient-specific 3D printed craniofacial implants using a novel topology optimization method. Med Biol Eng Comput 54(7):1123–1135

    Google Scholar 

  • Taber LA (1995) Biomechanics of growth, remodeling, and morphogenesis. Appl Mech Rev 48(8):487–545

    Google Scholar 

  • TurboSquid (2000) Turbosquid. https://www.turbosquid.com

  • Uri K (1994) Efficient sensitivity analysis for structural optimization. Comput Methods Appl Mech Eng 117:143–156

    MATH  Google Scholar 

  • Weinans H, Huiskes R, Grootenboer HJ (1992) The behavior of adaptive bone-remodeling simulation models. J Biomech 25(12):1425–1441

    Google Scholar 

  • Wolff J (1892) The law of bone remodelling. Translated version, 1986. Springer

  • Zhao X, Liu Y, Hua L, Mao H (2016) Finite element analysis and topology optimization of a 12000KN fine blanking press frame. Struct Multidiscip Optim 54(2):375–389

    Google Scholar 

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Acknowledgments

We thank Prof. C. Sujatha, Department of Mechanical Engineering, IIT Madras, for providing us the geometric model of the hip bone.

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Correspondence to Sourav Rakshit.

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The authors declare that they have no conflict of interest.

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Responsible Editor: Helder C. Rodrigues

Replication of results

The hip bone model is procured from TurboSquid domain and is a proprietary item that cannot be shared in the public domain. We have given a step-by-step procedure of topology optimization using OptiStruct®;14.0 for a simple geometry model with similar loads and boundary conditions as the model presented in this paper. All files are available at https://github.com/KESaiKumar/SMO/.

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Kumar, K.E.S., Rakshit, S. Topology optimization of the hip bone for gait cycle. Struct Multidisc Optim 62, 2035–2049 (2020). https://doi.org/10.1007/s00158-020-02593-5

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