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.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Convergence theorem for a numerical method of a 1D coefficient inverse problem
    Ozbilge, Ebru
    APPLICABLE ANALYSIS, 2014, 93 (08) : 1611 - 1625
  • [42] Numerical solution of 3D unsteady nonlinear inverse problem of estimating surface heat flux for cylindrical geometry
    Loulou, T
    Artioukhine, E
    INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2006, 14 (01) : 39 - 52
  • [43] A numerical method for the inverse impedance obstacle problem
    You, YX
    Yap, FF
    Miao, GP
    ACTA ACUSTICA UNITED WITH ACUSTICA, 2002, 88 (01) : 1 - 13
  • [44] A numerical method for the inverse stochastic spectrum problem
    Chu, MT
    Guo, QL
    SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1998, 19 (04) : 1027 - 1039
  • [45] A numerical method for solving an inverse thermoacoustic problem
    Kabanikhin S.I.
    Krivorot'ko O.I.
    Shishlenin M.A.
    Kabanikhin, S. I. (kabanikhin@sscc.nsc.ru), 1600, Maik Nauka Publishing / Springer SBM (06): : 34 - 39
  • [46] The nonlinear Landweber method applied to an inverse scattering problem for sound-soft obstacles in 3D
    Kleefeld, Andreas
    Lin, Tzu-Chu
    COMPUTER PHYSICS COMMUNICATIONS, 2011, 182 (12) : 2550 - 2560
  • [47] Global uniqueness for a 3D/2D inverse conductivity problem via the modified method of Carleman estimates
    2005, Walter de Gruyter GmbH and Co. KG, Genthiner Strasse 13, Berlin, D-10785, Germany (13):
  • [48] Application of 3D Traction Force Microscopy to Mechanotransduction of Cell Clusters
    Notbohm, Jacob
    Kim, Jin-Hong
    Asthagiri, Anand
    Ravichandran, Guruswami
    ADVANCES IN EXPERIMENTAL MECHANICS VIII, 2011, 70 : 21 - +
  • [49] Cells gain traction in 3D
    Ruder, Warren C.
    LeDuc, Philip R.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (28) : 11060 - 11061
  • [50] EXPERIMENTAL-STUDY OF 3D TURBULENCE BY SOLVING AN INVERSE PROBLEM
    LAZARIAN, A
    APPLIED SCIENTIFIC RESEARCH, 1993, 51 (1-2): : 191 - 195