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通过长期成像和自组织模型模拟揭示的单眼剥夺期间特征图的时空动态。

The temporal-spatial dynamics of feature maps during monocular deprivation revealed by chronic imaging and self-organization model simulation.

作者信息

Tong Lei, Xie Yang, Yu Hongbo

机构信息

School of Life Sciences and the State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, 2005 Songhu Road, Shanghai, China.

School of Life Sciences and the State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, 2005 Songhu Road, Shanghai, China.

出版信息

Neuroscience. 2016 Dec 17;339:571-586. doi: 10.1016/j.neuroscience.2016.10.014. Epub 2016 Oct 13.

Abstract

Experiments on the adult visual cortex of cats, ferrets and monkeys have revealed organized spatial relationships between multiple feature maps which can also be reproduced by the Kohonen and elastic net self-organization models. However, attempts to apply these models to simulate the temporal kinetics of monocular deprivation (MD) during the critical period, and their effects on the spatial arrangement of feature maps, have led to conflicting results. In this study, we performed MD and chronic imaging in the ferret visual cortex during the critical period of ocular dominance (OD) plasticity. We also used the Kohonen model to simulate the effects of MD on OD and orientation map development. Both the experiments and simulations demonstrated two general parameter-insensitive findings. Specifically, our first finding demonstrated that the OD index shift resulting from MD, and its subsequent recovery during binocular vision (BV), were both nonlinear, with a significantly stronger shift occurring during the initial period. Meanwhile, spatial reorganization of feature maps led to globally unchanged but locally shifted map patterns. In detail, we found that the periodicity of OD and orientation maps remained unchanged during, and after, deprivation. Relationships between OD and orientation maps remained similar but were significantly weakened due to OD border shifts. These results indicate that orthogonal gradient relationships between maps may be preset and are only mildly modifiable during the critical period. The Kohonen model was able to reproduce these experimental results, hence its role is further extended to the description of cortical feature map dynamics during development.

摘要

对猫、雪貂和猴子的成年视觉皮层进行的实验揭示了多个特征图之间有组织的空间关系,这些关系也可以由科霍宁(Kohonen)和弹性网络自组织模型再现。然而,试图应用这些模型来模拟关键期单眼剥夺(MD)的时间动力学及其对特征图空间排列的影响,却得出了相互矛盾的结果。在本研究中,我们在雪貂视觉皮层的眼优势(OD)可塑性关键期进行了单眼剥夺和慢性成像。我们还使用科霍宁模型来模拟单眼剥夺对眼优势和方位图发育的影响。实验和模拟都证明了两个一般对参数不敏感的发现。具体而言,我们的第一个发现表明,单眼剥夺导致的眼优势指数变化及其在双眼视觉(BV)期间的后续恢复都是非线性的,在初始阶段变化明显更强。同时,特征图的空间重组导致全局模式不变但局部模式发生偏移。详细来说,我们发现眼优势和方位图的周期性在剥夺期间和剥夺后保持不变。眼优势图和方位图之间的关系保持相似,但由于眼优势边界的移动而显著减弱。这些结果表明,图之间的正交梯度关系可能是预先设定的,并且在关键期仅可轻微改变。科霍宁模型能够再现这些实验结果,因此其作用进一步扩展到描述发育过程中的皮质特征图动力学。

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