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自然刺激在平行视网膜通路上的分布式特征表示。

Distributed feature representations of natural stimuli across parallel retinal pathways.

机构信息

Department of Ophthalmology and Visual Sciences, Washington University School of Medicine, St. Louis, MO, 63110, USA.

Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA.

出版信息

Nat Commun. 2024 Mar 1;15(1):1920. doi: 10.1038/s41467-024-46348-y.

DOI:10.1038/s41467-024-46348-y
PMID:38429280
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10907388/
Abstract

How sensory systems extract salient features from natural environments and organize them across neural pathways is unclear. Combining single-cell and population two-photon calcium imaging in mice, we discover that retinal ON bipolar cells (second-order neurons of the visual system) are divided into two blocks of four types. The two blocks distribute temporal and spatial information encoding, respectively. ON bipolar cell axons co-stratify within each block, but separate laminarly between them (upper block: diverse temporal, uniform spatial tuning; lower block: diverse spatial, uniform temporal tuning). ON bipolar cells extract temporal and spatial features similarly from artificial and naturalistic stimuli. In addition, they differ in sensitivity to coherent motion in naturalistic movies. Motion information is distributed across ON bipolar cells in the upper and the lower blocks, multiplexed with temporal and spatial contrast, independent features of natural scenes. Comparing the responses of different boutons within the same arbor, we find that axons of all ON bipolar cell types function as computational units. Thus, our results provide insights into the visual feature extraction from naturalistic stimuli and reveal how structural and functional organization cooperate to generate parallel ON pathways for temporal and spatial information in the mammalian retina.

摘要

感觉系统如何从自然环境中提取显著特征,并将其组织到神经通路中尚不清楚。我们结合小鼠单细胞和群体双光子钙成像,发现视网膜 ON 双极细胞(视觉系统的二级神经元)分为四个类型的两个块。这两个块分别分配时间和空间信息编码。ON 双极细胞轴突在每个块内共层,但在它们之间分层分离(上块:多样化的时间,均匀的空间调谐;下块:多样化的空间,均匀的时间调谐)。ON 双极细胞从人工和自然刺激中提取时间和空间特征的方式相似。此外,它们在自然电影中对相干运动的敏感性不同。运动信息在上下块的 ON 双极细胞中分布,与时间和空间对比度、自然场景的独立特征复用。比较同一树突中不同末梢的反应,我们发现所有 ON 双极细胞类型的轴突都作为计算单元发挥作用。因此,我们的研究结果为从自然刺激中提取视觉特征提供了深入的见解,并揭示了结构和功能组织如何合作,为哺乳动物视网膜中的时间和空间信息生成并行的 ON 通路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/6783285294f6/41467_2024_46348_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/4ec6e38d0c71/41467_2024_46348_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/15cd36d66ec1/41467_2024_46348_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/6783285294f6/41467_2024_46348_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/4ec6e38d0c71/41467_2024_46348_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/15cd36d66ec1/41467_2024_46348_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d781/10907388/6783285294f6/41467_2024_46348_Fig8_HTML.jpg

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Nat Commun. 2024 Jan 18;15(1):599. doi: 10.1038/s41467-024-44851-w.
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Evolution of neuronal cell classes and types in the vertebrate retina.脊椎动物视网膜中神经元细胞类型和类别的演化。
Nature. 2023 Dec;624(7991):415-424. doi: 10.1038/s41586-023-06638-9. Epub 2023 Dec 13.
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Interpreting the retinal neural code for natural scenes: From computations to neurons.
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Neuron. 2023 Sep 6;111(17):2742-2755.e4. doi: 10.1016/j.neuron.2023.06.007. Epub 2023 Jul 13.
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Panoramic visual statistics shape retina-wide organization of receptive fields.全景视觉统计形状视网膜宽的感受野组织。
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Hierarchical retinal computations rely on hybrid chemical-electrical signaling.分层视网膜计算依赖于混合化学-电信号。
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Systematic reduction of the dimensionality of natural scenes allows accurate predictions of retinal ganglion cell spike outputs.自然场景的维度系统降低使得视网膜神经节细胞的尖峰输出的精确预测成为可能。
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