Analysis of the optimal channel density of the squid giant axon using a reparameterized Hodgkin-Huxley model.

A reparameterized Hodgkin-Huxley-type model is developed that improves the 1952 model's fit to the biological action potential. In addition to altering Na(+) inactivation and K(+) activation kinetics, a voltage-dependent gating-current mechanism has been added to the model. The resulting improved model fits the experimental trace nearly exactly over the rising phase, and it has a propagation velocity that is within 3% of the experimentally measured value of 21.2 m/s (at 18.5 degrees C). Having eliminated most inaccuracies associated with the velocity-dependent rising phase of the action potential, the model is used to test Hodgkin's maximum velocity hypothesis, which asserts that channel density has evolved to maximize conduction velocity. In fact the predicted optimal channel density is more than twice as high as the actual squid channel density. When the available capacitance is reduced to approximate more modern serial Na(+)-channel models, the optimal channel density is 4 times the actual value. We suggest that, although Hodgkin's maximum velocity hypothesis is acceptable as a first approximation, the microscopic optimization perspective of natural selection will not explain the channel density of the squid unless other constraints are taken into account, for example, the metabolic costs of velocity.

[1]  A. Hodgkin,et al.  The effect of temperature on the electrical activity of the giant axon of the squid , 1949, The Journal of physiology.

[2]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[3]  H. Barlow The Size of Ommatidia in Apposition Eyes , 1952 .

[4]  J. Moore,et al.  Potassium ion current in the squid giant axon: dynamic characteristic. , 1960, Biophysical journal.

[5]  R. C. Hoyt THE SQUID GIANT AXON. MATHEMATICAL MODELS. , 1963, Biophysical journal.

[6]  A. Huxley,et al.  The action potential in the myelinated nerve fibre of Xenopus laevis as computed on the basis of voltage clamp data , 1964, The Journal of physiology.

[7]  R. H. Adrian,et al.  Voltage Clamp Experiments in Striated Muscle Fibers , 1968, The Journal of general physiology.

[8]  R. H. Adrian,et al.  Voltage clamp experiments in striated muscle fibres , 1970, The Journal of physiology.

[9]  L. Goldman,et al.  Inactivation of the Sodium Current in Myxicola Giant Axons , 1972, The Journal of general physiology.

[10]  R. Keynes,et al.  Kinetics and steady‐state properties of the charged system controlling sodium conductance in the squid giant axon , 1974, The Journal of physiology.

[11]  R. H. Adrian,et al.  Conduction velocity and gating current in the squid giant axon , 1975, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[12]  A. Hodgkin The optimum density of sodium channels in an unmyelinated nerve. , 1975, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[13]  D. Noble,et al.  Reconstruction of the electrical activity of cardiac Purkinje fibres. , 1975, The Journal of physiology.

[14]  F Bezanilla,et al.  Inactivation of the sodium channel. II. Gating current experiments , 1977, The Journal of general physiology.

[15]  C. Armstrong,et al.  Fast and slow steps in the activation of sodium channels , 1979, The Journal of general physiology.

[16]  E. Jakobsson,et al.  The standard Hodgkin-Huxley model and squid axons in reduced external Ca++ fail to accommodate to slowly rising currents. , 1980, Biophysical journal.

[17]  F. Bezanilla,et al.  Distribution and kinetics of membrane dielectric polarization. II. Frequency domain studies of gating currents , 1982, The Journal of general physiology.

[18]  J. Patlak Molecular kinetics of voltage-dependent Na+ channels. , 1991, Physiological reviews.

[19]  F Bezanilla,et al.  A sodium channel gating model based on single channel, macroscopic ionic, and gating currents in the squid giant axon. , 1991, Biophysical journal.

[20]  C. Armstrong Voltage-dependent ion channels and their gating. , 1992, Physiological reviews.

[21]  R. Keynes A new look at the mechanism of activation and inactivation of voltage-gated ion channels , 1992, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[22]  Chung-Chin Kuo,et al.  Na+ channels must deactivate to recover from inactivation , 1994, Neuron.

[23]  T Hoshi,et al.  Shaker potassium channel gating. III: Evaluation of kinetic models for activation , 1994, The Journal of general physiology.

[24]  W. Otto Friesen,et al.  NeuroDynamix: Computer Models for Neurophysiology , 1994 .

[25]  A simple model of K+ channel activation in nerve membrane. , 1995, Journal of theoretical biology.

[26]  William B. Levy,et al.  Energy Efficient Neural Codes , 1996, Neural Computation.

[27]  Nicholas T. Carnevale,et al.  The NEURON Simulation Environment , 1997, Neural Computation.

[28]  G. Stuart,et al.  Direct measurement of specific membrane capacitance in neurons. , 2000, Biophysical journal.

[29]  S. Laughlin,et al.  An Energy Budget for Signaling in the Grey Matter of the Brain , 2001, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[30]  Terrence J Sejnowski,et al.  Communication in Neuronal Networks , 2003, Science.