Project Title: Multiscale
Modeling of the Neural Subcircuits in the Outer-Plexiform Layer of the Retina
PIs: S. Baer, S. Crook, C. Gardner, C. Ringhofer
Sponsor: NSF, 2008-2011
Awardee:
Arizona State University
Award Number: 0718308
Students: Shaojie Chang
The retina is part of the
central nervous system and an ideal region for studying information processing
in the brain. It is accessible, well documented, and the subject of research
spanning the clinical, experimental, and theoretical sciences. Image processing
begins in the outer-plexiform layer (OPL) of the
retina, where bipolar, horizontal, and photoreceptor cells interact. In this
first layer of the visual pathway, knowledge of synaptic feedback mechanisms
allows for the formulation of computational models that encapsulate essential
phenomenology. From the biologist’s perspective, mathematical modeling allows
one to disassociate the functional effects of various circuitry elements,
similar to performing experiments with selective pharmacological agents, except
that not all the agents one might like actually exist.
From a mathematician’s perspective, the availability of electrophysiological,
anatomical, and molecular data provides a rare opportunity for the construction
of complex multiscale models for the system. The
primary goal of this research proposal is to mathematically model, in detail,
the subcircuits of the OPL, capturing the
spatiotemporal dynamics on two spatial scales–that of an individual synapse and
of the receptive field. The biological merit of this proposal is to use the
models to gain insight into two competing hypotheses for explaining synaptic
feedback effects in the OPL. Simply put, are the feedback effects in the cone
photoreceptor’s synapse driven by electrical (ephaptic)
or chemical (GABA)
mechanisms, or
both? This collaborative research effort brings together experts in
mathematical and computational neuroscience (Drs. Baer and Crook) with experts
in computational and numerical analysis (Drs. Gardner and Ringhofer).
The research group will consult with Dr. Ralph Nelson (Head of Neural Circuitry
Unit, NINDS, NIH). The specific objectives of this
project are to: 1) test the validity of the GABA vs ephaptic feedback hypotheses by comparing simulations of a
proposed two-cell differential equation model with experimental data for the
enhancement effect in cat horizontal cells, 2) formulate and analyze a partial
differential equation system that includes the horizontal cell syncytium and its numerous processes into cone pedicles,
and compare simulation results with spatial enhancement data for slit and
square test regions, 3) formulate and analyze, using modern computational
methods, a drift-diffusion model of the synaptic cleft within a cone pedicle to
explore field effects in the intersynaptic space, and
4) develop a multiscale system of partial
differential equations that combines the drift-diffusion model for the synapse
with the continuum formulation at the receptive field level.
Broader
Impacts: New insights into the function of retinal circuitry obtained through
this project will impact research in bioengineering, biology, image processing,
visual psychophysics, and pharmacology. The multiscale
modeling and numerical techniques resulting from this research will
impact other
areas of applied mathematics and engineering. The proposed project will
generate problems that are accessible to graduate and undergraduate students
and will provide excellent opportunities for multidisciplinary training that
builds analytical and computational skills for solving
complex
biological problems. The Mathematical and Theoretical Biology Institute has
recruited many minority students pursuing research in mathematical biology to
the Department of Mathematics and Statistics at ASU, and the participation of
Dr. Zela at the University of Advancing
Technology (consultant)
provides a new and exciting opportunity for outreach to additional students who
would not traditionally be involved in research. All published models will be
made available through appropriate databases or websites, making it possible
for other researchers to reproduce the proposed studies, and new results with
relevance to retina function will be submitted to WEBVISION, a website
dedicated to the organization of the retina and visual system. Dr. Nelson
(consultant) is one of the editors of this website.