The effects of non-identifiability on testing for detailed balance in aggregated Markov models for ion-channel gating.

Abstract:

:Aggregated Markov models are a widely used tool to model patch clamp data measured from single ion channels. These channels must obey the principle of detailed balance in thermodynamic equilibrium; otherwise, the channel is driven by an external source of energy. We investigate the power of a likelihood ratio test for detailed balance for a number of data points which is in the order of magnitude of patch clamp experiments. We show that for certain models with nearly equal dwell times, a test for detailed balance suffers from a loss of power to detect violations of detailed balance which is due to the non-identifiability of the transition rates for models with equal dwell times.

journal_name

Biophys J

journal_title

Biophysical journal

authors

Wagner M,Timmer J

doi

10.1016/S0006-3495(00)76529-5

subject

Has Abstract

pub_date

2000-12-01 00:00:00

pages

2918-24

issue

6

eissn

0006-3495

issn

1542-0086

pii

S0006-3495(00)76529-5

journal_volume

79

pub_type

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