Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/100967
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dc.contributorSchool of Optometryen_US
dc.contributorResearch Centre for SHARP Visionen_US
dc.creatorWang, Qen_US
dc.creatorSo, Cen_US
dc.creatorZuo, Ben_US
dc.creatorBanerjee, Sen_US
dc.creatorQiu, CTen_US
dc.creatorTing, Zen_US
dc.creatorCheong, AMYen_US
dc.creatorTse, DYYen_US
dc.creatorPan, Fen_US
dc.date.accessioned2023-08-24T03:42:56Z-
dc.date.available2023-08-24T03:42:56Z-
dc.identifier.issn0014-4835en_US
dc.identifier.urihttp://hdl.handle.net/10397/100967-
dc.language.isoenen_US
dc.publisherAcademic Pressen_US
dc.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/).en_US
dc.rightsThe 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.en_US
dc.subjectRetinal ganglion cells (RGCs)en_US
dc.subjectMyopiaen_US
dc.subjectRetinaen_US
dc.subjectVisionen_US
dc.subjectMachine learningen_US
dc.titleRetinal ganglion cells encode differently in the myopic mouse retina?en_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.volume234en_US
dc.identifier.doi10.1016/j.exer.2023.109616en_US
dcterms.abstractThe 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.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationExperimental eye research, Sept 2023, v. 234, 109616en_US
dcterms.isPartOfExperimental eye researchen_US
dcterms.issued2023-09-
dc.identifier.eissn1096-0007en_US
dc.identifier.artn109616en_US
dc.description.validate202308 bcchen_US
dc.description.oaVersion of Recorden_US
dc.identifier.FolderNumbera2376-
dc.identifier.SubFormID47590-
dc.description.fundingSourceRGCen_US
dc.description.pubStatusPublisheden_US
dc.description.oaCategoryCCen_US
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