Mapping the function of neuronal ion channels in model and experiment

W.F. Podlaski, A. Seeholzer, L.N. Groschner, G. Miesenböck, R. Ranjan, T.P. Vogels, ELife 6 (2017).

Download
OA 2017_elife_Podlaski.pdf 16.03 MB

Journal Article | Published | English
Author
Podlaski, William F; Seeholzer, Alexander; Groschner, Lukas N; Miesenböck, Gero; Ranjan, Rajnish; Vogels, Tim PIST Austria
Abstract
Ion channel models are the building blocks of computational neuron models. Their biological fidelity is therefore crucial for the interpretation of simulations. However, the number of published models, and the lack of standardization, make the comparison of ion channel models with one another and with experimental data difficult. Here, we present a framework for the automated large-scale classification of ion channel models. Using annotated metadata and responses to a set of voltage-clamp protocols, we assigned 2378 models of voltage- and calcium-gated ion channels coded in NEURON to 211 clusters. The IonChannelGenealogy (ICGenealogy) web interface provides an interactive resource for the categorization of new and existing models and experimental recordings. It enables quantitative comparisons of simulated and/or measured ion channel kinetics, and facilitates field-wide standardization of experimentally-constrained modeling.
Publishing Year
Date Published
2017-03-06
Journal Title
eLife
Volume
6
Article Number
e22152
ISSN
IST-REx-ID

Cite this

Podlaski WF, Seeholzer A, Groschner LN, Miesenböck G, Ranjan R, Vogels TP. Mapping the function of neuronal ion channels in model and experiment. eLife. 2017;6. doi:10.7554/elife.22152
Podlaski, W. F., Seeholzer, A., Groschner, L. N., Miesenböck, G., Ranjan, R., & Vogels, T. P. (2017). Mapping the function of neuronal ion channels in model and experiment. ELife, 6. https://doi.org/10.7554/elife.22152
Podlaski, William F, Alexander Seeholzer, Lukas N Groschner, Gero Miesenböck, Rajnish Ranjan, and Tim P Vogels. “Mapping the Function of Neuronal Ion Channels in Model and Experiment.” ELife 6 (2017). https://doi.org/10.7554/elife.22152.
W. F. Podlaski, A. Seeholzer, L. N. Groschner, G. Miesenböck, R. Ranjan, and T. P. Vogels, “Mapping the function of neuronal ion channels in model and experiment,” eLife, vol. 6, 2017.
Podlaski WF, Seeholzer A, Groschner LN, Miesenböck G, Ranjan R, Vogels TP. 2017. Mapping the function of neuronal ion channels in model and experiment. eLife. 6.
Podlaski, William F., et al. “Mapping the Function of Neuronal Ion Channels in Model and Experiment.” ELife, vol. 6, e22152, eLife Sciences Publications, Ltd, 2017, doi:10.7554/elife.22152.
All files available under the following license(s):
Creative Commons Attribution 4.0 International Public License (CC-BY 4.0):
Main File(s)
File Name
Access Level
OA Open Access
Date Uploaded
2020-07-16
MD5 Checksum
e5c5a33bcb3ac38ad62df1010ab29040


Export

Marked Publications

Open Data IST Research Explorer

Sources

PMID: 28267430
PubMed | Europe PMC

Search this title in

Google Scholar