Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/100967
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Title: Retinal ganglion cells encode differently in the myopic mouse retina?
Authors: Wang, Q 
So, C 
Zuo, B 
Banerjee, S 
Qiu, CT 
Ting, Z 
Cheong, AMY 
Tse, DYY 
Pan, F 
Issue Date: Sep-2023
Source: Experimental eye research, Sept 2023, v. 234, 109616
Abstract: The etiology of myopia remains unclear. This study investigated whether retinal ganglion cells (RGCs) in the myopic retina encode visual information differently from the normal retina and to determine the role of Connexin (Cx) 36 in this process. Generalized linear models (GLMs), which can capture stimulus-dependent changes in real neurons with spike timing precision and reliability, were used to predict RGCs responses to focused and defocused images in the retinas of wild-type (normal) and Lens-Induced Myopia (LIM) mice. As the predominant subunit of gap junctions in the mouse retina and a plausible modulator in myopia development, Cx36 knockout (KO) mice were used as a control for an intact retinal circuit. The kinetics of excitatory postsynaptic currents (EPSCs) of a single αRGC could reflect projection of both focused and defocused images in the retinas of normal and LIM, but not in the Cx36 knockout mice. Poisson GLMs revealed that RGC encoding of visual stimuli in the LIM retina was similar to that of the normal retina. In the LIM retinas, the linear-Gaussian GLM model with offset was a better fit for predicting the spike count under a focused image than the defocused image. Akaike information criterion (AIC) indicated that nonparametric GLM (np-GLM) model predicted focused/defocused images better in both LIM and normal retinas. However, the spike counts in 33% of αRGCs in LIM retinas were better fitted by exponential GLM (exp-GLM) under defocus, compared to only 13% αRGCs in normal retinas. The differences in encoding performance between LIM and normal retinas indicated the possible amendment and plasticity of the retinal circuit in myopic retinas. The absence of a similar response between Cx36 KO mice and normal/LIM mice might suggest that Cx36, which is associated with myopia development, plays a role in encoding focused and defocused images.
Keywords: Retinal ganglion cells (RGCs)
Myopia
Retina
Vision
Machine learning
Publisher: Academic Press
Journal: Experimental eye research 
ISSN: 0014-4835
EISSN: 1096-0007
DOI: 10.1016/j.exer.2023.109616
Rights: © 2023 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
The following publication Wang, Q., So, C., Zuo, B., Banerjee, S., Qiu, C., Ting, Z., ... & Pan, F. (2023). Retinal ganglion cells encode differently in the myopic mouse retina?. Experimental Eye Research, 109616 is available at https://doi.org/10.1016/j.exer.2023.109616.
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