Evidence map›Paper›PMID 42758335›Full record

ArticleBiological cybernetics2026

Modeling synaptic interactions between mammalian breathing and swallowing central pattern generators.

Pavel Tolmachev, Rishi R Dhingra, Jonathan H Manton, Mathias Dutschmann

Abstract read
In one paragraph

Article in Biological cybernetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Pavel TolmachevDepartment of Electrical and Electronic Engineering, University of Melbourne, Grattan street 100, Melbourne, VIC, 3010, Australia. pavel.tolmachev@princeton.edu.
Rishi R DhingraCase Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA.
Jonathan H MantonDepartment of Electrical and Electronic Engineering, University of Melbourne, Grattan street 100, Melbourne, VIC, 3010, Australia.
Mathias DutschmannCase Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA.

Funding

National Health and Medical Research Council of Australia APP1165529
6 · The paper itself

Abstract

Breathing and swallowing are tightly coupled motor behaviors whose execution depends on the coordinated activity of two brainstem central pattern generators (R-CPG, Sw-CPG). We present a mechanistic neural network model that captures this coordination. The model was built by incrementally expanding the synaptic connectivity of R-CPG and Sw-CPG modules, each composed of neuronal population nodes whose dynamics incorporate firing rate adaptation. The rhythmogenic cores of both CPGs are implemented as half-center oscillators operating independently. In agreement with accompanying experimental recordings from an in situ perfused brainstem preparation, a simulated 10 s sensory drive to the superior laryngeal nerve (SLN) reliably elicits fictive sequential swallowing bursts accompanied by glottal closure and suppression of inspiratory activity. Short SLN stimuli (100 ms) produce isolated single swallows that reset the phase of the respiratory oscillator. Phase space analysis of the model dynamics offers additional insight into this SLN-evoked respiratory phase resetting. Consistent with prior experimental observations, simulated pontine inhibition reproduces apneusis and abolish swallowing-related glottal closure during sequential swallowing. Systematic perturbation of synaptic weights across specific network pathways identifies vulnerable connections whose weakening recapitulates clinically relevant breathing-swallowing disorders, including aspiration. The model thereby generates mechanistic predictions that may inform the design of therapeutic interventions for conditions characterized by impaired breathing-swallowing coordination.

Indexed as

Brain StemCentral Pattern GeneratorsDeglutitionModels, NeurologicalRespirationSynapsesAnimalsComputer SimulationLaryngeal NervesBrainstemComputational modelDigestionDorsal swallowing groupPontine respiratory groupPostinspirationPre-Bötzinger complex

Identifiers

PMID42758335
PMCPMC13588932

What OpenQuestion holds

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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.