Evidence map›Paper›PMID 41525376›Full record

ArticlePLoS biology2026

Synaptic input variation enhances rate coding at the expense of temporal precision in cochlear nucleus neurons.

Chunjian Wang, Go Ashida, Christian Keine, Ivan Milenkovic

Abstract read
In one paragraph

Article in PLoS biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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.

Chunjian WangDepartment for Human Medicine, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
Go AshidaDepartment for Neuroscience, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
Christian KeineDepartment for Human Medicine, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.ORCID https://orcid.org/0000-0002-8953-2593
Ivan MilenkovicDepartment for Human Medicine, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.ORCID https://orcid.org/0000-0003-1431-9031

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Synaptic convergence is fundamental to neuronal circuit function, underpinning computations such as coincidence detection and signal integration. Across sensory systems, convergence architecture and synaptic input strengths are key for extracting stimulus features and processing of sensory information. In the cochlear nucleus, globular bushy cells (GBCs) receive convergent inputs from multiple auditory nerve fibers via large endbulb of Held terminals. While these inputs vary considerably in size, even among those targeting the same cell, the functional consequences of this variation for sound encoding remain unclear. Here, we investigated how synaptic input variation shapes sound encoding in GBCs of Mongolian gerbils using in vitro conductance-clamp recordings and computational modeling. By simulating synaptic inputs with variable strength distributions, we found that increasing input variation enhances rate coding at the expense of temporal precision. These findings suggest that endbulb strength heterogeneity allows the GBC population to operate along a functional continuum, generating diverse information streams to downstream targets.

Indexed as

Cochlear NucleusNeuronsSynapsesAnimalsAuditory PathwaysCochlear NerveComputer SimulationGerbillinaeModels, Neurological

Identifiers

PMID41525376
PMCPMC12818756

What OpenQuestion holds

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Registered trials

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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.