Evidence map›Paper›PMID 24692450›Full record

ArticleeLife2014

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

Stéphanie Ratté, Yi Zhu, Kwan Yeop Lee, Steven A Prescott

Open access · goldAbstract read
In one paragraph

Article in eLife, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
3.1field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

29 citing papers in PubMed, 60 citations in OpenAlex.

  1. Nociceptors use multiple neurotransmitters to drive pain.bioRxiv : the preprint server for biology · 2025
    Article
  2. Review
  3. Intrinsic neural diversity quenches the dynamic volatility of neural networks.Proceedings of the National Academy of Sciences of the United States of America · 2023
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  4. Review
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  7. Review
  8. A population ofF1000Research · 2022
    Article
  9. Article
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  11. Computational analysis of a 9D model for a small DRG neuron.Journal of computational neuroscience · 2020
    Article
  12. Circuit Stability to Perturbations Reveals Hidden Variability in the Balance of Intrinsic and Synaptic Conductances.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2020
    Article
  13. Intermittent Failure of Spike Propagation in Primary Afferent Neurons during Tactile Stimulation.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2019
    Article
  14. Article
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  20. Ion channel degeneracy enables robust and tunable neuronal firing rates.Proceedings of the National Academy of Sciences of the United States of America · 2015
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 2 countries.

Stéphanie RattéNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada.
Yi Zhu
Kwan Yeop Lee
Steven A Prescott
Hospital for Sick Children · CAUniversity of Pittsburgh · US

Funding

Computational investigation of neuropathic changes in primary afferent excitabiliR21NS074146 · NINDS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI PRESCOTT, STEVEN A. · 2011 to 2012
$287k
NINDS NIH HHS R21 NS074146
6 · The paper itself

Abstract

Neuropathic pain remains notoriously difficult to treat despite numerous drug targets. Here, we offer a novel explanation for this intractability. Computer simulations predicted that qualitative changes in primary afferent excitability linked to neuropathic pain arise through a switch in spike initiation dynamics when molecular pathologies reach a tipping point (criticality), and that this tipping point can be reached via several different molecular pathologies (degeneracy). We experimentally tested these predictions by pharmacologically blocking native conductances and/or electrophysiologically inserting virtual conductances. Multiple different manipulations successfully reproduced or reversed neuropathic changes in primary afferents from naïve or nerve-injured rats, respectively, thus confirming the predicted criticality and its degenerate basis. Degeneracy means that several different molecular pathologies are individually sufficient to cause hyperexcitability, and because several such pathologies co-occur after nerve injury, that no single pathology is uniquely necessary. Consequently, single-target-drugs can be circumvented by maladaptive plasticity in any one of several ion channels. DOI: http://dx.doi.org/10.7554/eLife.02370.001.

Indexed as

AnimalsComputer SimulationDisease Models, AnimalElectrophysiologyGanglia, SpinalMaleModels, MolecularModels, NeurologicalNeuralgiaNonlinear DynamicsRatsRats, Sprague-Dawleyburstingdegeneracydynamic clampexcitabilitymembrane potential oscillationsneuropathic pain

Identifiers

PMID24692450
PMCPMC3970756
OpenAlexW2096301608

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.