Efficient integration of a realistic two-dimensional cardiac tissue model by domain decomposition

被引:57
作者
Quan, WL
Evans, SJ
Hastings, HM
机构
[1] Winthrop Univ Hosp, Dept Cardiol, Mineola, NY 11501 USA
[2] Long Isl Jewish Med Ctr, Dept Cardiol, New Hyde Park, NY 11042 USA
[3] Hofstra Univ, Dept Math, Hempstead, NY 11549 USA
关键词
cardiac electrophysiology; computer simulation; finite difference method; realistic membrane model;
D O I
10.1109/10.661162
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The size of realistic cardiac tissue models has been limited by their high computational demands. In particular, the Luo-Rudy phase II membrane model, used to simulate a thin sheet of ventricular tissue with arrays of coupled ventricular myocytes, is usually limited to 100 x 100 arrays. We introduce a new numerical method based on domain decomposition and a priority queue integration scheme which reduces the computational cost by a factor of 3-17, In the standard algorithm all the nodes advance with the same time step Delta t, whose size is limited by the time scale of activation. However, at any given time, many regions may be inactive and do not require the same small at and consequent extensive computations, Hence, adjusting It locally is a key factor in improving computational efficiency, since most of the computing time is spent calculating ionic currents. This paper proposes an efficient adaptive numerical scheme for integrating a two-dimensional (2-D) propagation model, by incorporating local adjustments of Delta t. In this method, alternating direction Cooley-Dodge and Rush-Larsen methods were used for numerical integration. Between consecutive integrations over the whole domain using an implicit method, the model was spatially decomposed into many subdomains, and Delta t adjusted locally. The Euler method was used for numerical integration in the subdomains. Local boundary values were determined from the boundary mesh elements of the neighboring subdomains using linear interpolation. Because Delta t was defined locally, a priority queue was used to store and order next update times for each subdomain. The subdomain with the earliest update time was given the highest priority and advanced first. This new method yielded stable solutions with relative errors less than 1% and reduced computation time by a factor of 3-17 and will allow much larger (e.g., 500 x 500) models based on realistic membrane kinetics and realistic dimensions to simulate reentry, triggered activity, and their interactions.
引用
收藏
页码:372 / 385
页数:14
相关论文
共 29 条
[11]   A QUANTITATIVE DESCRIPTION OF MEMBRANE CURRENT AND ITS APPLICATION TO CONDUCTION AND EXCITATION IN NERVE [J].
HODGKIN, AL ;
HUXLEY, AF .
JOURNAL OF PHYSIOLOGY-LONDON, 1952, 117 (04) :500-544
[13]   SIMULATION OF ACTION POTENTIAL PROPAGATION IN AN INHOMOGENEOUS SHEET OF COUPLED EXCITABLE CELLS [J].
JOYNER, RW ;
RAMON, F ;
MOORE, JW .
CIRCULATION RESEARCH, 1975, 36 (05) :654-661
[14]   DIRECTIONAL CHARACTERISTICS OF ACTION-POTENTIAL PROPAGATION IN CARDIAC-MUSCLE - A MODEL STUDY [J].
LEON, LJ ;
ROBERGE, FA .
CIRCULATION RESEARCH, 1991, 69 (02) :378-395
[15]  
LEON LJ, 1991, IEEE T BIOMED ENG, V38
[16]   CELLULAR UNCOUPLING CAN UNMASK DISPERSION OF ACTION-POTENTIAL DURATION IN VENTRICULAR MYOCARDIUM - A COMPUTER MODELING STUDY [J].
LESH, MD ;
PRING, M ;
SPEAR, JF .
CIRCULATION RESEARCH, 1989, 65 (05) :1426-1440
[17]   A DYNAMIC-MODEL OF THE CARDIAC VENTRICULAR ACTION-POTENTIAL .2. AFTERDEPOLARIZATIONS, TRIGGERED ACTIVITY, AND POTENTIATION [J].
LUO, CH ;
RUDY, Y .
CIRCULATION RESEARCH, 1994, 74 (06) :1097-1113
[18]   A DYNAMIC-MODEL OF THE CARDIAC VENTRICULAR ACTION-POTENTIAL .1. SIMULATIONS OF IONIC CURRENTS AND CONCENTRATION CHANGES [J].
LUO, CH ;
RUDY, Y .
CIRCULATION RESEARCH, 1994, 74 (06) :1071-1096
[19]   A MODEL OF SINO-ATRIAL NODE ELECTRICAL-ACTIVITY BASED ON A MODIFICATION OF THE DIFRANCESCO-NOBLE (1984) EQUATIONS [J].
NOBLE, D ;
NOBLE, SJ .
PROCEEDINGS OF THE ROYAL SOCIETY SERIES B-BIOLOGICAL SCIENCES, 1984, 222 (1228) :295-304
[20]   THE NUMERICAL SOLUTION OF PARABOLIC AND ELLIPTIC DIFFERENTIAL EQUATIONS [J].
PEACEMAN, DW ;
RACHFORD, HH .
JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 1955, 3 (01) :28-41