Modelling electrical stimulation of the human cochlear nerve
Modelling electrical stimulation of the human cochlear nerve
DACH: Österreich - Deutschland - Schweiz
Disciplines
Medical-Theoretical Sciences, Pharmacy (50%); Medical Engineering (50%)
Keywords
-
Human Inner Ear,
Computational Modelling,
Finite Element Modelling,
Cochlea Implant,
Hearing Loss
With more than 500.000 implanted devices, Cochlear implants (CIs) are the most successful neuroprostheses. They are able to restore auditory perception in subjects who suffer from severe to profound hearing impairment by activating surviving fibers of the auditory nerve with electric current pulses. While CI users usually regain the ability to understand spoken language, there remains a wide variation in speech recognition performance. At least part of this variation can be attributed to limitations in the electrode-nerve interface. This interface is still poorly understood and as there are fundamental differences between animal models and humans (e.g. opposite polarity sensitivity). Therefore, computational models of the human cochlea are indispensable to gain more insight into the mechanisms how CIs excite auditory nerve fibres, to identify limitations and find strategies to improve the overall performance of CIs. The aim of this project is to establish for the first time a collection of 25 precisely segmented cochleae from deceased humans based on high-resolution micro-CT scans with reconstructed auditory nerve fibers. As not only the number of surviving SGNs but also their distribution along the cochlea plays an important role, we will also evaluate inner and outer hair cell loss, afferent synapses and cochlear nerve status in a correlative TEM / immunohistochemical study. These results will be related to the clinical audiograms of the donators, where available. In a next step, we will generate three-dimensional finite element models of our collection of cochleae with virtually placed CI electrode arrays that predict the electrical potential along the auditory nerve fibres. With this data we aim to understand the specific details of the generation of electrically evoked nerve-action potentials in humans, investigate the impact of variations between cochlea anatomies on the electrical excitation of the auditory nerve and the effects of typical degeneration patterns of the nerve. For this interdisciplinary project it is critical that two groups with different background (Innsbruck: anatomy and segmentation/ Munich: 3d finite element modelling) cooperate closely. The long- term goal of this study is to derive user specific models, which capture the species-specific peculiarities in the electrical excitation of the human auditory nerve and the factors behind intra- patient variations. The detailed knowledge of the mechanisms behind the variability of CI user performance can lead to the advancement of overall CI technology by providing guidelines for the development of next-generation CIs and further refinement of implantation procedures, which, in the end, will improve the quality of life of CI users. The techniques developed in this project together with the rich experience available in CI research will be of high relevance for the development and refinement of other types of neural prostheses.
With more than 500.000 implanted devices, Cochlear implants (CIs) are the most successful neuroprostheses. They are able to restore auditory perception in subjects who suffer from severe to profound hearing impairment by activating surviving fibers of the auditory nerve with electric current pulses. While CI users usually regain the ability to understand spoken language, there remains a wide variation in speech recognition performance. At least part of this variation can be attributed to limitations in the electrode-nerve interface. This interface is still poorly understood and as there are fundamental differences between animal models and humans (e.g. opposite polarity sensitivity). Therefore, computational models of the human cochlea are indispensable to gain more insight into the mechanisms how CIs excite auditory nerve fibers, to identify limitations and find strategies to improve the overall performance of CIs. Based on high-resolution micro-computer tomography scan of 12 precisely segmented cochleae from humans s with reconstructed auditory nerve fibers. We acquired histological data of the changes to type I SGNs from adolescence to high age and correlate the degeneration state of the SGNs with their audiogram, and then implement a physiologically realistic model of auditory nerve fibers. Three-dimensional finite element models of our collection of cochleae with virtually placed CI electrode arrays were created to predict the electrical potential along the auditory nerve fibres. For this interdisciplinary project it is critical that two groups with different background (Innsbruck: anatomy and segmentation/ Munich: finite element modelling) cooperate closely. Our data shall help to derive user specific models for the electrical excitation of the human auditory nerve by providing guidelines for the development of next-generation CIs that will be of high relevance for the development and refinement of other types of neural prostheses.
Research Output
- 139 Citations
- 14 Publications
- 1 Disseminations
-
2023
Title The effects of mild hypothermia on the electrode insertion trauma in a murine whole organ cochlea culture. DOI 10.3389/fnins.2023.1112243 Type Journal Article Author Bader W Journal Frontiers in neuroscience Pages 1112243 -
2025
Title High-Resolution Models of Human Cochlea for a Study of Neural Activation. DOI 10.1109/tnsre.2025.3581680 Type Journal Article Author Bai S Journal IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Pages 2508-2519 -
2025
Title Optimizing Factors in Murine Whole-Organ Cochlea Culture DOI 10.3390/ijms26083908 Type Journal Article Author Bader W Journal International Journal of Molecular Sciences -
2023
Title Effects of Therapeutic Hypothermia on Macrophages in Mouse Cochlea Explants. DOI 10.3390/ijms24108850 Type Journal Article Author Bader W Journal International journal of molecular sciences -
2019
Title Age-Dependent Changes in the Cochlea DOI 10.1159/000499582 Type Journal Article Author Fischer N Journal Gerontology Pages 33-39 -
2020
Title Finite element analysis and three-dimensional reconstruction of tonotopically aligned human auditory fiber pathways: A computational environment for modeling electrical stimulation by a cochlear implant based on micro-CT DOI 10.1016/j.heares.2020.108001 Type Journal Article Author Potrusil T Journal Hearing Research Pages 108001 -
2022
Title Signal Transduction Regulators in Axonal Regeneration DOI 10.3390/cells11091537 Type Journal Article Author Hausott B Journal Cells Pages 1537 Link Publication -
2022
Title Effects of Degrees of Degeneration on the Electrical Excitation of Human Spiral Ganglion Neurons Based on a High-Resolution Computer Model DOI 10.3389/fnins.2022.914876 Type Journal Article Author Croner A Journal Frontiers in Neuroscience Pages 914876 Link Publication -
2022
Title Visualization of macrophage subsets in the development of the fetal human inner ear DOI 10.3389/fimmu.2022.965196 Type Journal Article Author Steinacher C Journal Frontiers in Immunology Pages 965196 Link Publication -
2020
Title Dendritic Degeneration of Human Auditory Nerve Fibers and Its Impact on the Spiking Pattern Under Regular Conditions and During Cochlear Implant Stimulation DOI 10.3389/fnins.2020.599868 Type Journal Article Author Heshmat A Journal Frontiers in Neuroscience Pages 599868 Link Publication -
2019
Title Growth and cellular patterning during fetal human inner ear development studied by a correlative imaging approach DOI 10.1186/s12861-019-0191-y Type Journal Article Author Johnson Chacko L Journal BMC Developmental Biology Pages 11 Link Publication -
2019
Title Early appearance of key transcription factors influence the spatiotemporal development of the human inner ear DOI 10.1007/s00441-019-03115-6 Type Journal Article Author Johnson Chacko L Journal Cell and Tissue Research Pages 459-471 Link Publication -
2020
Title Measurement of the Intracochlear Hypothermia Distribution Utilizing Tympanic Cavity Hypothermic Rinsing Technique in a Cochlea Hypothermia Model. DOI 10.3389/fneur.2020.620691 Type Journal Article Author Bader W Journal Frontiers in neurology Pages 620691 -
2021
Title Polarity Sensitivity of Human Auditory Nerve Fibers Based on Pulse Shape, Cochlear Implant Stimulation Strategy and Array DOI 10.3389/fnins.2021.751599 Type Journal Article Author Heshmat A Journal Frontiers in Neuroscience Pages 751599 Link Publication