Solitary waves in a model of dendritic cable with active spines

被引:17
作者
Coombes, S [1 ]
Bressloff, PC [1 ]
机构
[1] Univ Loughborough, Dept Math Sci, Nonlinear & Complex Syst Grp, Loughborough LE11 3TU, Leics, England
关键词
cable equation; dendritic spines; integrate-and-fire;
D O I
10.1137/S0036139999356600
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider a continuum model of dendritic spines with active membrane dynamics uniformly distributed along a passive dendritic cable. By considering a systematic reduction of the Hodgkin-Huxley dynamics that is valid on all but very short time-scales we derive two-dimensional and one-dimensional systems for excitable tissue, both of which may be used to model the active processes in spine-heads. In the rst case the coupling of the spine-head dynamics to a passive dendritic cable via a direct electrical connection yields a model that may be regarded as a simplification of the Baer and Rinzel cable theory of excitable spiny nerve tissue [J. Neurophysiology, 65 (1991), pp. 874-890]. This model is computationally simple with few free parameters. Importantly, as in the full model, numerical simulation illustrates the possibility of a traveling wave. We present a systematic numerical investigation of the speed and stability of the wave as a function of physiologically important parameters. A further reduction of this model suggests that active spine-head dynamics may be modeled by an all-or-none type process which we take to be of the integrate-and-fire (IF) type. The model is analytically tractable allowing the explicit construction of the shape of traveling waves as well as the calculation of wave speed as a function of system parameters. In general a slow and fast wave ar found to coexist. The behavior of the fast wave is found to closely reproduce the behavior of th wave seen in simulations of the more detailed model. Importantly a linear stability theory is presented showing that it is the faster of the two solutions that are stable. Beyond a critical value the speed of the stable wave is found to decrease as a function of spine density. Moreover, the speed of this wave is found to decrease as a function of the strength of the electrical resistor coupling the spine-head and the cable, such that beyond some critical value there is propagation failure. Finally, we discuss the importance of a model of passive electrical cable coupled to a system of IF units for physiological studies of branching dendritic tissue with active spines.
引用
收藏
页码:432 / 453
页数:22
相关论文
共 41 条
[1]  
ABBOTT LF, 1990, LECT NOTES PHYS, V368, P5
[2]   Functional significance of long-term potentiation for sequence learning and prediction [J].
Abbott, LF ;
Blum, KI .
CEREBRAL CORTEX, 1996, 6 (03) :406-416
[3]   PROPAGATION OF DENDRITIC SPIKES MEDIATED BY EXCITABLE SPINES - A CONTINUUM THEORY [J].
BAER, SM ;
RINZEL, J .
JOURNAL OF NEUROPHYSIOLOGY, 1991, 65 (04) :874-890
[4]   AN ANALYSIS OF A DENDRITIC NEURON MODEL WITH AN ACTIVE MEMBRANE SITE [J].
BAER, SM ;
TIER, C .
JOURNAL OF MATHEMATICAL BIOLOGY, 1986, 23 (02) :137-161
[5]   THE NUMERICAL COMPUTATION OF CONNECTING ORBITS IN DYNAMIC-SYSTEMS [J].
BEYN, WJ .
IMA JOURNAL OF NUMERICAL ANALYSIS, 1990, 10 (03) :379-405
[6]   Traveling waves and pulses in a one-dimensional network of excitable integrate-and-fire neurons [J].
Bressloff, PC .
JOURNAL OF MATHEMATICAL BIOLOGY, 2000, 40 (02) :169-198
[7]   Synaptically generated wave propagation in excitable neural media [J].
Bressloff, PC .
PHYSICAL REVIEW LETTERS, 1999, 82 (14) :2979-2982
[8]   A dynamical theory of spike train transitions in networks of integrate-and-fire oscillators [J].
Bressloff, PC ;
Coombes, S .
SIAM JOURNAL ON APPLIED MATHEMATICS, 2000, 60 (03) :820-841
[9]   Physics of the extended neuron [J].
Bressloff, PC ;
Coombes, S .
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 1997, 11 (20) :2343-2392
[10]   SPINE-DENSITY DEPENDENCE OF THE QUALITATIVE BEHAVIOR OF A MODEL OF A NERVE-FIBER WITH EXCITABLE SPINES [J].
CHEN, PL ;
BELL, J .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1994, 187 (02) :384-410