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Biophysical diversity in retinal ganglion cells

Biophysical diversity in retinal ganglion cells

Paul Werginz (ORCID: 0000-0002-3441-3167)
  • Grant DOI 10.55776/P35488
  • Funding program Principal Investigator Projects
  • Status ended
  • Start February 1, 2022
  • End July 31, 2025
  • Funding amount € 399,799
  • Project website

Disciplines

Medical-Theoretical Sciences, Pharmacy (100%)

Keywords

    Retinal Ganglion Cell, Axon Initial Segment, Action Potential, Electrophysiology, Immunohistochemistry

Abstract Final report

Neuronal signal transmission in living systems is mostly realized via repetitive generation of so- called action potentials. An action potential is characterized by a fast de- and repolarization of the cellular membrane potential an all-or-none principle - which gets propagated along nerve fibers. Trains of action potentials build the neuronal code of the nervous system. In between nerve cells synapses convert action potentials from an input cell into analog signals and pass them to an output cell which again generates one or multiple action potentials. In the classical view, neuronal output is determined by the input a cell receives. However, the intrinsic, biophysical properties of nerve cells that shape neuronal function are quite under- explored. The capability of generating action potentials is variable in different types of nerve cells. While some cells are able to create long duration, high-frequency trains of action potentials, others can only generate single action potentials to sustained input. The biophysical properties of nerve cells that allow action potential generation are not well understood, especially whether these properties are correlated to the received inputs. Therefore, this project aims to reveal i) the cellular properties that shape the specific output of single nerve cells in the retina; and ii) whether the cellular properties are optimized to the synaptic inputs these cells receive. The project will make use of multiple experimental techniques that allow us to measure the response of single mouse retinal ganglion cells. We will also investigate the anatomy of retinal ganglion cells and how it contributes to the observed response patterns. Detailed computer simulations will support our analysis and will enable us to study the influence of single features of retinal ganglion cells on elicited responses. Potential findings of this project are not specific to retinal ganglion cells as all nerve cells follow the same all-or-none principle. Therefore, our findings will have broad implications on neuroscience in general and our understanding of neuronal signal transmission.

A central pillar of this research project is the discovery that retinal ganglion cells (RGCs), the key output neurons of the retina, maintain their distinct intrinsic firing identities even when upstream photoreceptors, cells that convert light to neuronal signals, have degenerated. Project results show that RGCs each possess unique internal "spike-generating" properties that remain stable, despite the loss of normal visual input. These intrinsic differences in how each cell type initiates and shapes electrical signals mirror the roles they play in healthy vision, suggesting that the retina's output layer preserves a robust functional blueprint. This finding is crucial: it means that even in advanced disease, the retina retains meaningful cellular structure that artificial vision systems can leverage. Instead of trying to recreate the entire visual pathway, future prosthetic technologies can directly engage these preserved cell types, respecting the natural division of labor built into the retina. Results also show that RGCs can be clustered based on their spiking properties. While RGCs are mainly classified via visual stimulation we show that also their intrinsic properties differ from each other and these differences might be tuned to synaptic inputs. Building on this biological foundation, companion work explores how to stimulate these RGCs with far greater precision which is an essential step toward high-resolution retinal prostheses. Several studies demonstrate that both ultra-short electrical pulses and low-frequency sinusoidal waveforms can activate RGC cell bodies without triggering action potentials in axons, reducing the spread of unwanted activation that has long blurred the "image" produced by current implants. Together, these stimulation innovations translate the biological insight, stable, identifiable RGC types, into practical strategies for addressing each type with tailored signals. By combining an understanding of how RGCs intrinsically behave with technologies that can selectively engage them, this body of work points toward retinal prostheses capable not only of restoring vision, but of respecting and harnessing the retina's natural computational architecture.

Research institution(s)
  • Technische Universität Wien - 100%
Project participants
  • Frank Rattay, Technische Universität Wien , national collaboration partner
  • Günther Zeck, Technische Universität Wien , national collaboration partner
International project participants
  • Shelley I. Fried, Harvard Medical School - USA

Research Output

  • 11 Publications
  • 4 Datasets & models
  • 2 Disseminations
  • 2 Scientific Awards
  • 1 Fundings
Publications
  • 2024
    Title Avoidance of axonal stimulation with sinusoidal epiretinal stimulation.
    DOI 10.1088/1741-2552/ad38de
    Type Journal Article
    Author Cojocaru Ae
    Journal Journal of neural engineering
  • 2025
    Title Short pulse epiretinal stimulation allows focal activation of retinal ganglion cells.
    DOI 10.1109/tnsre.2025.3529940
    Type Journal Article
    Author Koppenwallner Lx
    Journal IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
  • 2025
    Title Differential Intrinsic Firing Properties in Sustained and Transient Mouse RGCs Match Their Light Response Characteristics and Persist during Retinal Degeneration.
    DOI 10.1523/jneurosci.1592-24.2024
    Type Journal Article
    Author Király V
    Journal The Journal of neuroscience : the official journal of the Society for Neuroscience
  • 2024
    Title Membrane depolarization mediates both the inhibition of neural activity and cell-type-differences in response to high-frequency stimulation.
    DOI 10.1038/s42003-024-06359-3
    Type Journal Article
    Author Lee Ji
    Journal Communications biology
    Pages 734
  • 2024
    Title Focal stimulation of retinal ganglion cells using a custom short-pulse current stimulator
    Type Other
    Author Laurin Xaver Koppenwallner
  • 2025
    Title Near-Infrared Organic Photovoltaic Electrodes for Subretinal Neurostimulation
    DOI 10.1002/adfm.202515327
    Type Journal Article
    Author Corna A
    Journal Advanced Functional Materials
  • 2026
    Title Digital filter on FPGA for subcellular resolution electrophysiology using a high-density CMOS-based microelectrode array
    DOI 10.1016/j.mee.2025.112397
    Type Journal Article
    Author Büyükakyüz A
    Journal Microelectronic Engineering
  • 2023
    Title Variability in Depolarization Sensitivity Underlies Differential Responses to High-frequency Stimulation of ON and OFF RGCs
    DOI 10.1109/ner52421.2023.10123855
    Type Conference Proceeding Abstract
    Author Lee J
    Pages 1-4
  • 2023
    Title Identification of Axon Bendings in Neurons by Multiphysics FEM Simulations of High-Density MEA Extracellular Recordings
    DOI 10.1109/sensors56945.2023.10325212
    Type Conference Proceeding Abstract
    Author Corna A
    Pages 1-4
  • 2022
    Title Local field potentials of the auricular Vagus nerve - In-silico stimulation and recording
    DOI 10.1515/cdbme-2022-1178
    Type Journal Article
    Author Gossweiner M
    Journal Current Directions in Biomedical Engineering
    Pages 699-702
    Link Publication
  • 2022
    Title Avoidance of axonal activation in epiretinal implants using short biphasic pulses
    DOI 10.1515/cdbme-2022-2002
    Type Journal Article
    Author Corna A
    Journal Current Directions in Biomedical Engineering
Datasets & models
  • 2025 Link
    Title Model - Koppenwallner et al. 2025 IEEE TNSRE
    DOI 10.48436/rmcxq-fvj58
    Type Computer model/algorithm
    Public Access
    Link Link
  • 2025 Link
    Title Data - Werginz et al. - Differential intrinsic firing properties in sustained and transient mouse αRGCs match their light response characteristics and persist during retinal degeneration
    DOI 10.48436/brq68-jhm50
    Type Database/Collection of data
    Public Access
    Link Link
  • 2025 Link
    Title Data - Koppenwallner et al. - Short pulse epiretinal stimulation allows focal activation of retinal ganglion cells
    DOI 10.48436/344pz-0ee08
    Type Database/Collection of data
    Public Access
    Link Link
  • 2024 Link
    Title Model - Werginz et al. 2025 J Neurosci
    DOI 10.48436/e13tn-a4g63
    Type Computer model/algorithm
    Public Access
    Link Link
Disseminations
  • 2024 Link
    Title Press Release J Neurosci
    Type A press release, press conference or response to a media enquiry/interview
    Link Link
  • 2025 Link
    Title Press Release Advanced Functional Materials
    Type A press release, press conference or response to a media enquiry/interview
    Link Link
Scientific Awards
  • 2023
    Title TEATC 2023
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title V. Almeida Erasmus+
    Type Attracted visiting staff or user to your research group
    Level of Recognition Continental/International
Fundings
  • 2023
    Title Development of a micro-coil based cochlear implant
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder National Institutes of Health (NIH)

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