Literature DB >> 32862338

Computational analysis of a 9D model for a small DRG neuron.

Parul Verma1, Achim Kienle2,3, Dietrich Flockerzi2,3, Doraiswami Ramkrishna4.   

Abstract

Small dorsal root ganglion (DRG) neurons are primary nociceptors which are responsible for sensing pain. Elucidation of their dynamics is essential for understanding and controlling pain. To this end, we present a numerical bifurcation analysis of a small DRG neuron model in this paper. The model is of Hodgkin-Huxley type and has 9 state variables. It consists of a Nav1.7 and a Nav1.8 sodium channel, a leak channel, a delayed rectifier potassium, and an A-type transient potassium channel. The dynamics of this model strongly depend on the maximal conductances of the voltage-gated ion channels and the external current, which can be adjusted experimentally. We show that the neuron dynamics are most sensitive to the Nav1.8 channel maximal conductance ([Formula: see text]). Numerical bifurcation analysis shows that depending on [Formula: see text] and the external current, different parameter regions can be identified with stable steady states, periodic firing of action potentials, mixed-mode oscillations (MMOs), and bistability between stable steady states and stable periodic firing of action potentials. We illustrate and discuss the transitions between these different regimes. We further analyze the behavior of MMOs. As the external current is decreased, we find that MMOs appear after a cyclic limit point. Within this region, bifurcation analysis shows a sequence of isolated periodic solution branches with one large action potential and a number of small amplitude peaks per period. For decreasing external current, the number of small amplitude peaks is increasing and the distance between the large amplitude action potentials is growing, finally tending to infinity and thereby leading to a stable steady state. A closer inspection reveals more complex concatenated MMOs in between these periodic MMO branches, forming Farey sequences. Lastly, we also find small solution windows with aperiodic oscillations which seem to be chaotic. The dynamical patterns found here-as consequences of bifurcation points regulated by different parameters-have potential translational significance as repetitive firing of action potentials imply pain of some form and intensity; manipulating these patterns by regulating the different parameters could aid in investigating pain dynamics.

Entities:  

Keywords:  Bifurcation; DRG neuron; Farey sequence; Mixed-mode oscillations

Year:  2020        PMID: 32862338     DOI: 10.1007/s10827-020-00761-6

Source DB:  PubMed          Journal:  J Comput Neurosci        ISSN: 0929-5313            Impact factor:   1.621


  12 in total

1.  Kinetic modeling of Nav1.7 provides insight into erythromelalgia-associated F1449V mutation.

Authors:  Meron Gurkiewicz; Alon Korngreen; Stephen G Waxman; Angelika Lampert
Journal:  J Neurophysiol       Date:  2011-02-02       Impact factor: 2.714

2.  Characterization of six voltage-gated K+ currents in adult rat sensory neurons.

Authors:  M S Gold; M J Shuster; J D Levine
Journal:  J Neurophysiol       Date:  1996-06       Impact factor: 2.714

Review 3.  The Role of Voltage-Gated Sodium Channels in Pain Signaling.

Authors:  David L Bennett; Alex J Clark; Jianying Huang; Stephen G Waxman; Sulayman D Dib-Hajj
Journal:  Physiol Rev       Date:  2019-04-01       Impact factor: 37.312

4.  A detailed, conductance-based computer model of intrinsic sensory neurons of the gastrointestinal tract.

Authors:  Jordan D Chambers; Joel C Bornstein; Rachel M Gwynne; Katerina Koussoulas; Evan A Thomas
Journal:  Am J Physiol Gastrointest Liver Physiol       Date:  2014-07-10       Impact factor: 4.052

5.  Contribution of Na(v)1.8 sodium channels to action potential electrogenesis in DRG neurons.

Authors:  M Renganathan; T R Cummins; S G Waxman
Journal:  J Neurophysiol       Date:  2001-08       Impact factor: 2.714

6.  Multiple sodium channel isoforms and mitogen-activated protein kinases are present in painful human neuromas.

Authors:  Joel A Black; Lone Nikolajsen; Karsten Kroner; Troels S Jensen; Stephen G Waxman
Journal:  Ann Neurol       Date:  2008-12       Impact factor: 10.422

7.  Modeling activity-dependent changes of axonal spike conduction in primary afferent C-nociceptors.

Authors:  Jenny Tigerholm; Marcus E Petersson; Otilia Obreja; Angelika Lampert; Richard Carr; Martin Schmelz; Erik Fransén
Journal:  J Neurophysiol       Date:  2013-12-26       Impact factor: 2.714

Review 8.  The roles of sodium channels in nociception: Implications for mechanisms of pain.

Authors:  Theodore R Cummins; Patrick L Sheets; Stephen G Waxman
Journal:  Pain       Date:  2007-09-04       Impact factor: 7.926

Review 9.  Nav1.7 and other voltage-gated sodium channels as drug targets for pain relief.

Authors:  Edward C Emery; Ana Paula Luiz; John N Wood
Journal:  Expert Opin Ther Targets       Date:  2016-04-12       Impact factor: 6.902

10.  Spike propagation through the dorsal root ganglia in an unmyelinated sensory neuron: a modeling study.

Authors:  Danielle Sundt; Nikita Gamper; David B Jaffe
Journal:  J Neurophysiol       Date:  2015-09-02       Impact factor: 2.714

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  1 in total

1.  Examining Sodium and Potassium Channel Conductances Involved in Hyperexcitability of Chemotherapy-Induced Peripheral Neuropathy: A Mathematical and Cell Culture-Based Study.

Authors:  Parul Verma; Muriel Eaton; Achim Kienle; Dietrich Flockerzi; Yang Yang; Doraiswami Ramkrishna
Journal:  Front Comput Neurosci       Date:  2020-10-15       Impact factor: 2.380

  1 in total

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