Equivalence of aggregated Markov models of ion-channel gating

Proc R Soc Lond B Biol Sci. 1989 Apr 22;236(1284):269-309. doi: 10.1098/rspb.1989.0024.

Abstract

One cannot always distinguish different Markov models of ion-channel kinetics solely on the basis of steady-state kinetic data. If two generator (or transition) matrices are related by a similarity transformation that does not combine states with different conductances, then the models described by these generator matrices have the same observable steady-state statistics. This result suggests a procedure for expressing the model in a unique form, and sometimes reducing the number of parameters in a model. I apply the similarity transformation procedure to a number of simple models. When a model specifies the dependence of the rates of transition on an experimentally variable parameter such as the concentration of a ligand or the membrane potential, the class of equivalent models may be further restricted, but a model is not always uniquely determined even under these conditions. Voltage-step experiments produce non-stationary data that can also be used to distinguish models.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Electrophysiology
  • Ion Channels / physiology*
  • Kinetics
  • Mathematics
  • Membrane Potentials
  • Models, Statistical
  • Models, Theoretical*

Substances

  • Ion Channels