School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong.
School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong.
Exp Eye Res. 2023 Sep;234:109616. doi: 10.1016/j.exer.2023.109616. Epub 2023 Aug 12.
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.
近视的病因尚不清楚。本研究旨在探讨近视视网膜中的神经节细胞(RGCs)是否与正常视网膜的编码视觉信息的方式不同,并确定连接蛋白(Cx)36 在这一过程中的作用。广义线性模型(GLMs)可以以尖峰时间精度和可靠性捕获真实神经元的刺激依赖性变化,用于预测野生型(正常)和晶状体诱导性近视(LIM)小鼠视网膜中聚焦和离焦图像的 RGC 反应。作为小鼠视网膜中间隙连接的主要亚基,以及近视发展的合理调节剂,Cx36 敲除(KO)小鼠被用作完整视网膜回路的对照。单个αRGC 的兴奋性突触后电流(EPSCs)动力学可以反映正常和 LIM 视网膜中聚焦和离焦图像的投射,但在 Cx36 KO 小鼠中则不能。泊松 GLMs 显示,LIM 视网膜中 RGC 对视觉刺激的编码与正常视网膜相似。在 LIM 视网膜中,具有偏移的线性-高斯 GLM 模型比离焦图像更适合预测聚焦图像下的尖峰计数。赤池信息量准则(AIC)表明,在 LIM 和正常视网膜中,非参数 GLM(np-GLM)模型对聚焦/离焦图像的预测更好。然而,与正常视网膜相比,LIM 视网膜中 33%的αRGCs 的尖峰计数在离焦下更适合指数 GLM(exp-GLM)拟合,而正常视网膜中只有 13%的αRGCs 适合。LIM 和正常视网膜之间编码性能的差异表明,近视视网膜中的视网膜回路可能存在修正和可塑性。Cx36 KO 小鼠与正常/LIM 小鼠之间没有类似的反应,这可能表明与近视发展相关的 Cx36 在编码聚焦和离焦图像中发挥作用。