A numerical method for the inverse problem of cell traction in 3D

被引:14
|
作者
Vitale, G. [1 ]
Preziosi, L. [1 ]
Ambrosi, D. [2 ]
机构
[1] Politecn Torino, Dipartimento Matemat, I-10124 Turin, Italy
[2] Politecn Milan, MOX Dipartimento Matemat, I-20133 Milan, Italy
关键词
STRESSES; FORCE;
D O I
10.1088/0266-5611/28/9/095013
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Force traction microscopy is an inversion method that allows us to obtain the stress field applied by a living cell on the environment on the basis of a pointwise knowledge of the displacement produced by the cell itself. This classical biophysical problem, usually addressed in terms of Green's functions, can be alternatively tackled in a variational framework. In such a case, a variation of the error functional under suitable regularization is operated in view of its minimization. This setting naturally suggests the introduction of a new equation, based on the adjoint operator of the elasticity problem. In this paper, we illustrate a numerical strategy of the inversion method that discretizes the partial differential equations associated with the optimal control problem by finite elements. A detailed discussion of the numerical approximation of a test problem (with known solution) that contains most of the mathematical difficulties of the real one allows a precise evaluation of the degree of confidence that one can achieve in the numerical results.
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页数:17
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