Simulation of clinical electrophysiology in 3D human atria: a high-performance computing and high-performance visualization application

被引:18
作者
Kharche, Sanjay [1 ]
Seemann, Gunnar [2 ]
Margetts, Lee [3 ]
Leng, Joanna [3 ]
Holden, Arun V. [4 ]
Zhang, Henggui [1 ]
机构
[1] Univ Manchester, Sch Phys & Astron, Manchester M13 9PL, Lancs, England
[2] Univ Karlsruhe KTH, Inst Biomed Engn, Karlsruhe, Germany
[3] Univ Manchester, Directorate Informat Syst, Manchester M13 9PL, Lancs, England
[4] Univ Leeds, Inst Cell Membrane & Syst Biol, Leeds LS1 9JT, W Yorkshire, England
关键词
3D anatomically detailed model; biophysically detailed model; large-scale simulations;
D O I
10.1002/cpe.1332
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Atrial fibrillation (AF) is a common cardiac disease of genuine clinical concern with high rates of morbidity, leading to major personal and National Health Service costs. Computer modelling of AF using biophysically detailed cellular models with realistic 3D anatomical geometry allows investigation of the underlying ionic mechanisms in far more detail than with experimental physiology. We have developed a 3D virtual human atrium that combines detailed cellular electrophysiology including ion channel kinetics and homeostasis of ionic concentrations with anatomical details. The segmented anatomical structure and the multi-variable nature of the system make the 3D simulations of AF computationally large and intensive. Computational demands are such that a full problem-solving environment requires access to resources of high-performance computing (HPC), high-performance visualization (HPV), remote data repositories and backend infrastructure. This is a classic example of eScience and Grid-enabled computing. This study was carried out using multiple processor shared memory systems and massively parallel distributed memory systems. With the envisaged increase in anatomical and molecular detail in our cardiac models the requirement for HPC resources is predicted to increase many fold (similar to 1-10 teraflops). Distributed computing is essential, both through massively parallel systems (a single supercomputer) and multiple parallel systems made accessible through the Grid. Analysis and interpretation of results are enhanced by HPV, which in itself is a large data computing aspect of cardiac modelling. Copyright (c) 2008 John Wiley & Sons, Ltd.
引用
收藏
页码:1317 / 1328
页数:12
相关论文
共 18 条
  • [1] Ackerman M J, 1991, J Biocommun, V18, P14
  • [2] Imaging outcomes from the National Library of Medicine's Visible Human Project®
    Ackerman, MJ
    Banvard, RA
    [J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2000, 24 (03) : 125 - 126
  • [3] The architecture of the sinus node, the atrioventricular conduction axis, and the internodal atrial myocardium
    Anderson, RH
    Ho, SY
    [J]. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 1998, 9 (11) : 1233 - 1248
  • [4] Biktasheva IV, 2005, LECT NOTES COMPUT SC, V3504, P293
  • [5] DEMONSTRATION OF A WIDELY DISTRIBUTED ATRIAL PACEMAKER COMPLEX IN THE HUMAN-HEART
    BOINEAU, JP
    CANAVAN, TE
    SCHUESSLER, RB
    CAIN, ME
    CORR, PB
    COX, JL
    [J]. CIRCULATION, 1988, 77 (06) : 1221 - 1237
  • [6] Ionic mechanisms underlying human atrial action potential properties: insights from a mathematical model
    Courtemanche, M
    Ramirez, RJ
    Nattel, S
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 1998, 275 (01): : H301 - H321
  • [7] Ionic mechanisms of regional action potential heterogeneity in the canine right atrium
    Feng, JL
    Yue, LX
    Wang, ZG
    Nattel, S
    [J]. CIRCULATION RESEARCH, 1998, 83 (05) : 541 - 551
  • [8] IMPULSES AND PHYSIOLOGICAL STATES IN THEORETICAL MODELS OF NERVE MEMBRANE
    FITZHUGH, R
    [J]. BIOPHYSICAL JOURNAL, 1961, 1 (06) : 445 - &
  • [9] GRIMSTEAD IJ, 2007, EG UK THEORY PRATICE, P1
  • [10] Spontaneous initiation of atrial fibrillation by ectopic beats originating in the pulmonary veins
    Haïssaguerre, M
    Jaïs, P
    Shah, DC
    Takahashi, A
    Hocini, M
    Quiniou, G
    Garrigue, S
    Le Mouroux, A
    Le Métayer, P
    Clémenty, J
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1998, 339 (10) : 659 - 666