Remodeling rules with either a global or a local mathematical form have been proposed for load-bearing bones in the literature. In the local models, the bone architecture (shape, density) is related to the strains/energies sensed at any point in the bone, while in the global models, a criterion believed to be applicable to the whole bone is used. In the present paper, a local remodeling rule with a strain “error” form is derived as the necessary condition for the optimum of a global remodeling criterion, suggesting that many of the local error-driven remodeling rules may have corresponding global optimization-based criteria. The global criterion proposed in the present study is a trade-off between the cost of metabolic growth and use, mathematically represented by the mass, and the cost of failure, mathematically represented by the total strain energy. The proposed global criterion is shown to be related to the optimality criteria methods of structural optimization by the equivalence of the model solution and the fully stressed solution for statically determinate structures. In related work, the global criterion is applied to simulate the strength recovery in bones with screw holes left behind after removal of fracture fixation plates. The results predicted by the model are shown to be in good agreement with experimental results, leading to the conclusion that load-bearing bones are structures with optimal shape and property for their function. [S0148-0731(00)00601-4]

1.
Cowin
,
S. C.
, and
Hegedus
,
D. H.
,
1976
, “
Bone Remodelling—I: Theory of Adaptive Elasticity
,”
J. Elast.
,
6
, p.
313
313
.
2.
Cowin
,
S. C.
, and
Hegedus
,
D. H.
,
1976
, “
Bone Remodelling—II: Small Strain Adaptive Elasticity
,”
J. Elast.
,
6
, p.
337
337
.
3.
Cowin
,
S. C.
, and
Nachlinger
,
R. R.
,
1978
, “
Bone Remodelling—III: Uniqueness and Stability in Adaptive Elasticity Theory
,”
J. Elast.
,
8
, pp.
285
295
.
4.
Cowin, S. C., 1981, “Continuum Models of the Adaptation of Bone to Stress,” Cowin, S. C., ed., Mechanical Properties of Bone, ASME AMD-Vol. 45, pp. 27–42.
5.
Fyhrie
,
D. P.
, and
Carter
,
D. R.
,
1986
, “
A Unifying Principle Relating Stress to Trabecular Bone Morphology
,”
J. Orthop. Res.
,
4
, pp.
304
317
.
6.
Carter
,
D. R.
,
Fyhrie
,
D. P.
, and
Whalen
,
R. T.
,
1987
, “
Trabecular Bone Density and Loading Hisotry: Regulation of Connective Tissue Biology by Mechanical Energy
,”
J. Biomech.
,
20
, pp.
785
794
.
7.
Huiskes
,
R.
,
Weinans
,
H.
,
Grootenboer
,
H. J.
,
Dalstra
,
M.
,
Fudala
,
B.
, and
Slooff
,
T. J.
,
1987
, “
Adaptive Bone Remodeling Theory Applied to Prosthetic-Design Analysis
,”
J. Biomech.
,
20
, pp.
1135
1150
.
8.
Weinans, H., Huiskes, R., and Grootenboer, H. J., 1989, “Convergence and Uniqueness of Adaptive Bone Remodeling,” Proc. 35th Annual Meeting, Orthopaedic Research Society.
9.
Hart, R. T., and Davy, D. T., 1988, “Theories of Bone Modeling and Remodeling,” Bone Mechanics, Chap. 11, CRC Press, Melbourne, FL.
10.
Umetani, Y., and Hirai, S., 1975, “An Adaptive Shape Optimization Method for Structural Material Using the Growing-Reforming Procedure,” Proc. 1975 Joint JSME–ASME Applied Mechanics Western Conference, pp. 359–365.
11.
Wolff, J., 1892, Das Gesetz der Transformation der Knochen, A. Hirchwald, Berlin.
12.
Alexander
,
R. M.
,
1981
, “
Factors of Safety in the Structure of Animals
,”
Sci. Prog. (New Haven)
,
67
, pp.
119
140
.
13.
Snyder, B., Strang, G., Hayes, W. C., and Norris, G., 1983, “Application of Structural Geometry Optimization Techniques in Microstructural Remodeling of Trabecular Bones,” Advances in Bioengineering, ASME BED.
14.
Michell
,
A. G. M.
,
1904
, “
The Limit of Economy of Material in Frame Structures
,”
Philos. Mag.
,
8
, pp.
589
597
.
15.
Philpott, A., and Strang, G., 1984, Numerical & Biological Shape Optimization, Chap. 14, North-Holland Mathematics Studies, Elsevier Science Publishers B. V.
16.
Haftka, R. T., and Gu¨rdal, Z., 1992, Elements of Structural Optimization, Kluwer Academic Publishers, Boston.
17.
Razani
,
R.
,
1965
, “
Behavior of Fully Stressed Design of Structures and Its Relationship to Minimum Weight Design
,”
AIAA J.
,
3
, pp.
2262
2268
.
18.
Subbarayan, G., 1991, “Bone Construction and Reconstruction: A Variational Model and Its Applications,” Ph.D. thesis, Cornell University, Ithaca, NY.
19.
Subbarayan, G., and Bartel, D. L., 1991, “Bone Remodeling Around a Hole: A Comparison of Theoretical and Experimental Results,” Proc. 37th Annual Meeting, Orthopaedic Research Society.
20.
Stadler, W., 1988, “Natural Structural Shapes (A Unified Optimal Design Philosophy),” Stadler, W., ed., Multi Criteria Optimization in Engineering and the Sciences, Plenum Press, New York.
21.
Stadler, W., 1988, Multi Criteria Optimization in Engineering and the Sciences, Plenum Press, New York.
22.
Reddy, J. N., 1984, Energy and Variational Methods in Applied Mechanics, Wiley, New York.
23.
Dems
,
K.
, and
Mroz
,
Z.
,
1983
, “
Variational Approach by Means of Adjoint Systems to Structural Optimization and Sensitivity Analysis—Part I: Variation of Material Parameters
,”
Int. J. Solids Struct.
,
19
, pp.
677
692
.
24.
Carter
,
D. R.
, and
Hayes
,
W. C.
,
1977
, “
Compressive Behavior of Bone as a Two-Phase Porous Structure
,”
J. Bone Jt. Surg.
,
59
, pp.
954
962
.
25.
Bartel
,
D. L.
, and
Marks
,
R. W.
,
1974
, “
The Optimum Design of Mechanical Systems With Competing Design Objectives
,”
ASME J. Eng. Ind.
,
96
, pp.
171
178
.
26.
Dems
,
K.
, and
Mroz
,
Z.
,
1984
, “
Variational Approach by Means of Adjoint Systems to Structural Optimization and Sensitivity Analysis—Part II: Structure Shape Variation
,”
Int. J. Solids Struct.
,
20
, pp.
527
552
.
27.
Harrigan
,
T. P.
, and
Hamilton
,
J. J.
,
1994
, “
Bone Remodeling and Structural Optimization
,”
J. Biomech.
,
27
, pp.
323
328
.
28.
Yang, R. J., and Botkin, M. E., 1986, “The Relationship Between the Variational Approach and the Implicit Differentiation Approach to Shape Design Sensitivities,” Bennett, J. A., and Botkin, M. E., eds., The Optimum Shape: Automated Structural Design, Plenum Press, New York.
29.
Haug, E. J., Choi, K. K., and Komkov, V., 1986, Design Sensitivity Analysis of Structural Systems, Academic Press, New York.
30.
Jacobs
,
C. R.
,
Simo
,
J. C.
,
Beaupre´
,
G. S.
, and
Carter
,
D. R.
,
1997
, “
Adaptive Bone Remodeling Incorporating Simultaneous Density and Anisotropy Considerations
,”
J. Biomech.
,
30
, pp.
603
613
.
You do not currently have access to this content.