Literature DB >> 26354124

Ion channel degeneracy enables robust and tunable neuronal firing rates.

Guillaume Drion1, Timothy O'Leary1, Eve Marder2.   

Abstract

Firing rate is an important means of encoding information in the nervous system. To reliably encode a wide range of signals, neurons need to achieve a broad range of firing frequencies and to move smoothly between low and high firing rates. This can be achieved with specific ionic currents, such as A-type potassium currents, which can linearize the frequency-input current curve. By applying recently developed mathematical tools to a number of biophysical neuron models, we show how currents that are classically thought to permit low firing rates can paradoxically cause a jump to a high minimum firing rate when expressed at higher levels. Consequently, achieving and maintaining a low firing rate is surprisingly difficult and fragile in a biological context. This difficulty can be overcome via interactions between multiple currents, implying a need for ion channel degeneracy in the tuning of neuronal properties.

Entities:  

Keywords:  FI curve; Type I excitability; Type II excitability; bifurcation; reduced neuron model

Mesh:

Substances:

Year:  2015        PMID: 26354124      PMCID: PMC4586887          DOI: 10.1073/pnas.1516400112

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  44 in total

1.  Differential expression of three distinct potassium currents in the ventral cochlear nucleus.

Authors:  Jason S Rothman; Paul B Manis
Journal:  J Neurophysiol       Date:  2003-06       Impact factor: 2.714

2.  Control of firing patterns by two transient potassium currents: leading spike, latency, bistability.

Authors:  Xiangying Meng; Qishao Lu; John Rinzel
Journal:  J Comput Neurosci       Date:  2010-12-22       Impact factor: 1.621

Review 3.  Modeling single-neuron dynamics and computations: a balance of detail and abstraction.

Authors:  Andreas V M Herz; Tim Gollisch; Christian K Machens; Dieter Jaeger
Journal:  Science       Date:  2006-10-06       Impact factor: 47.728

4.  Sensitivity of firing rate to input fluctuations depends on time scale separation between fast and slow variables in single neurons.

Authors:  Brian Nils Lundstrom; Michael Famulare; Larry B Sorensen; William J Spain; Adrienne L Fairhall
Journal:  J Comput Neurosci       Date:  2009-04-08       Impact factor: 1.621

5.  Correlations in ion channel expression emerge from homeostatic tuning rules.

Authors:  Timothy O'Leary; Alex H Williams; Jonathan S Caplan; Eve Marder
Journal:  Proc Natl Acad Sci U S A       Date:  2013-06-24       Impact factor: 11.205

6.  Multiple mechanisms switch an electrically coupled, synaptically inhibited neuron between competing rhythmic oscillators.

Authors:  Gabrielle J Gutierrez; Timothy O'Leary; Eve Marder
Journal:  Neuron       Date:  2013-03-06       Impact factor: 17.173

7.  Dynamic, nonlinear feedback regulation of slow pacemaking by A-type potassium current in ventral tegmental area neurons.

Authors:  Zayd M Khaliq; Bruce P Bean
Journal:  J Neurosci       Date:  2008-10-22       Impact factor: 6.167

8.  Gain control by layer six in cortical circuits of vision.

Authors:  Shawn R Olsen; Dante S Bortone; Hillel Adesnik; Massimo Scanziani
Journal:  Nature       Date:  2012-02-22       Impact factor: 49.962

9.  Biophysical basis for three distinct dynamical mechanisms of action potential initiation.

Authors:  Steven A Prescott; Yves De Koninck; Terrence J Sejnowski
Journal:  PLoS Comput Biol       Date:  2008-10-10       Impact factor: 4.475

10.  Criticality and degeneracy in injury-induced changes in primary afferent excitability and the implications for neuropathic pain.

Authors:  Stéphanie Ratté; Yi Zhu; Kwan Yeop Lee; Steven A Prescott
Journal:  Elife       Date:  2014-04-01       Impact factor: 8.140

View more
  37 in total

1.  Biophysically interpretable inference of single neuron dynamics.

Authors:  Vignesh Narayanan; Jr-Shin Li; ShiNung Ching
Journal:  J Comput Neurosci       Date:  2019-08-29       Impact factor: 1.621

2.  Degeneracy in the regulation of short-term plasticity and synaptic filtering by presynaptic mechanisms.

Authors:  Chinmayee L Mukunda; Rishikesh Narayanan
Journal:  J Physiol       Date:  2017-02-01       Impact factor: 5.182

3.  Sodium and potassium conductances in principal neurons of the mouse piriform cortex: a quantitative description.

Authors:  Kaori Ikeda; Norimitsu Suzuki; John M Bekkers
Journal:  J Physiol       Date:  2018-10-14       Impact factor: 5.182

4.  Electrical stimulation of gut motility guided by an in silico model.

Authors:  Bradley B Barth; Craig S Henriquez; Warren M Grill; Xiling Shen
Journal:  J Neural Eng       Date:  2017-12       Impact factor: 5.379

5.  T2N as a new tool for robust electrophysiological modeling demonstrated for mature and adult-born dentate granule cells.

Authors:  Hermann Cuntz; Peter Jedlicka; Marcel Beining; Lucas Alberto Mongiat; Stephan Wolfgang Schwarzacher
Journal:  Elife       Date:  2017-11-22       Impact factor: 8.140

Review 6.  Co-opting evo-devo concepts for new insights into mechanisms of behavioural diversity.

Authors:  Kim L Hoke; Elizabeth Adkins-Regan; Andrew H Bass; Amy R McCune; Mariana F Wolfner
Journal:  J Exp Biol       Date:  2019-04-15       Impact factor: 3.312

Review 7.  Computational implications of biophysical diversity and multiple timescales in neurons and synapses for circuit performance.

Authors:  Julijana Gjorgjieva; Guillaume Drion; Eve Marder
Journal:  Curr Opin Neurobiol       Date:  2016-01-15       Impact factor: 6.627

8.  GABA-mediated tonic inhibition differentially modulates gain in functional subtypes of cortical interneurons.

Authors:  Alexander Bryson; Robert John Hatch; Bas-Jan Zandt; Christian Rossert; Samuel F Berkovic; Christopher A Reid; David B Grayden; Sean L Hill; Steven Petrou
Journal:  Proc Natl Acad Sci U S A       Date:  2020-01-23       Impact factor: 11.205

Review 9.  Degeneracy in hippocampal physiology and plasticity.

Authors:  Rahul K Rathour; Rishikesh Narayanan
Journal:  Hippocampus       Date:  2019-07-13       Impact factor: 3.899

Review 10.  Intrinsic plasticity and birdsong learning.

Authors:  Arij Daou; Daniel Margoliash
Journal:  Neurobiol Learn Mem       Date:  2021-02-22       Impact factor: 2.877

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.