# Axon initial segment plasticity caused by auditory deprivation degrades time difference sensitivity in a model of neural responses to cochlear implants

**Authors:** Anna Jing, Sylvia Xi, Ivan Fransazov, Joshua H. Goldwyn

PMC · DOI: 10.1007/s10827-025-00902-9 · Journal of Computational Neuroscience · 2025-04-17

## TL;DR

Auditory deprivation changes the axon initial segment in brainstem neurons, reducing their ability to detect time differences in sound, which is important for cochlear implant users.

## Contribution

The study shows how AIS plasticity in MSO neurons reduces time difference sensitivity in a cochlear implant model.

## Key findings

- AIS plasticity converts MSO neurons from phasic to tonic firing type.
- AIS plasticity degrades time difference sensitivity in auditory deprived MSO neurons.
- Changes in AIS biophysics may hinder sound source localization in cochlear implant users.

## Abstract

Synaptic and neural properties can change during periods of auditory deprivation. These changes may disrupt the computations that neurons perform. In the brainstem of chickens, auditory deprivation can lead to changes in the size and biophysics of the axon initial segment (AIS) of neurons in the sound source localization circuit. This is the phenomenon of axon initial segment (AIS) plasticity. Individuals who use cochlear implants (CIs) experience periods of hearing loss, and so we ask whether AIS plasticity in neurons of the medial superior olive (MSO), a key stage of sound location processing, would impact time difference sensitivity in the scenario of hearing with cochlear implants. The biophysical changes that we implement in our model of AIS plasticity include enlargement of the AIS and replacement of low-threshold potassium conductance with the more slowly-activated M-type potassium conductance. AIS plasticity has been observed to have a homeostatic effect with respect to excitability. In our model, AIS plasticity has the additional effect of converting MSO neurons from phasic firing type to tonic firing type. Phasic firing is known to have greater temporal sensitivity to coincident inputs. Consistent with this, we find AIS plasticity degrades time difference sensitivity in the auditory deprived MSO neuron model across a range of stimulus parameters. Our study illustrates a possible mechanism of cellular plasticity in a non-peripheral stage of neural processing that could impose barriers to sound source localization by bilateral cochlear implant users.

## Full-text entities

- **Diseases:** auditory deprivation (MESH:D012892), hearing loss (MESH:D034381)
- **Species:** Gallus gallus (bantam, species) [taxon 9031]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12181223/full.md

## References

13 references — full list in the complete paper: https://tomesphere.com/paper/PMC12181223/full.md

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Source: https://tomesphere.com/paper/PMC12181223