Diffusion on a curved surface coupled to diffusion in the volume: Application to cell biology

被引:79
作者
Novak, Igor L. [1 ]
Gao, Fei
Choi, Yung-Sze
Resasco, Diana
Schaff, James C.
Slepchenko, Boris M.
机构
[1] Univ Connecticut, Ctr Hlth, Dept Cell Biol, Ctr Cell Anal & Modeling, Farmington, CT 06030 USA
[2] Univ Connecticut, Dept Math, Storrs, CT 06269 USA
[3] Yale Univ, Dept Comp Sci, New Haven, CT 06520 USA
关键词
diffusion on a curved surface; Laplace-Beltrami operator; Voronoi decomposition; Finite volume discretization; Sampling noise; Fluorescence loss in photobleaching; Dissociation rate constant;
D O I
10.1016/j.jcp.2007.05.025
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
An algorithm is presented for solving a diffusion equation on a curved surface coupled to diffusion in the volume, a problem often arising in cell biology. It applies to pixilated surfaces obtained from experimental images and performs at low computational cost. In the method, the Laplace-Beltrami operator is approximated locally by the Laplacian on the tangential plane and then a finite volume discretization scheme based on a Voronoi decomposition is applied. Convergence studies show that mass conservation built in the discretization scheme and cancellation of sampling error ensure convergence of the solution in space with an order between 1 and 2. The method is applied to a cell-biological problem where a signaling molecule, G-protein Rac, cycles between the cytoplasm and cell membrane thus coupling its diffusion in the membrane to that in the cell interior. Simulations on realistic cell geometry are performed to validate, and determine the accuracy of, a recently proposed simplified quantitative analysis of fluorescence loss in photobleaching. The method is implemented within the Virtual Cell computational framework freely accessible at www.vcell.org. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:1271 / 1290
页数:20
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