小鼠听觉皮层的局部谐波功能连接

IF 9.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Peter Jendrichovsky, Sahar Khosravi, Anuththara Rupasinghe, Katherine Maximov, Pinyue Guo, Behtash Babadi, Patrick O. Kanold
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引用次数: 0

摘要

分析大脑的功能连接是一个巨大的挑战,因为破译功能连接需要了解功能反应和连接。一个有希望的策略是分析细胞群之间活动相关性的空间模式。在初级听觉皮层(A1)中,细胞对不同的声音特征作出反应。在大尺度上,存在着一个拓扑图,在小尺度上,它是断裂的,这就提出了功能连接在空间上是有序还是无序的问题。为了测试局部和全球尺度上的功能连接是否也存在紊乱,我们首先设计了一个稳健的统计模型来估计参数并检验估计的相关图的显著性。我们开发了一种推理方法,允许有效的模型拟合和统计检验将相关图投影到二维空间。然后,我们在A1的2/3层进行了纯色调(PT)或两种色调(TT)的组合的体内双光子钙成像;是否和谐相关)。我们发现信号相关性(SCs)的空间模式取决于所呈现的声音刺激的类型。与TT信号相关性相比,pt驱动SCs的功能2D图更局限于局部神经元,而TT信号相关性显示出更多的全局纹理。谐波刺激的二维SC模式表现出不同的空间关系。TT sc揭示了和声相关神经元之间的空间精确功能连接。因此,尽管A1中相邻神经元的频率偏好在功能上是不同的,但这些神经元的功能连接模式在功能上是精确的和谐波相关的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Patchy harmonic functional connectivity of the mouse auditory cortex
Analyzing the functional connectivity of the brain is an enormous challenge, as deciphering functional connectivity requires knowledge of functional responses and connections. One promising strategy is analyzing the spatial pattern of activity correlations across cell populations. In the primary auditory cortex (A1), cells respond to different sound features. On the large scale, there exists a tonotopic map, which is fractured at the small scale, raising the question of whether functional connections are spatially ordered or disordered. To test whether functional connectivity on a local and a global scale is also disordered, we first designed a robust statistical model to estimate parameters and test for the significance of the estimated correlation maps. We developed an inference method that allows efficient model fitting and statistical testing to project the correlation maps to 2D space. We then performed in vivo two-photon calcium imaging in layer 2/3 of A1 with pure tones (PT) or a combination of two tones (TT; harmonically related or not). We found that the spatial patterns of signal correlations (SCs) depend on the type of sound stimuli that were presented. The functional 2D maps of PT-driven SCs are more restricted to local neurons than TT signal correlations which showed more global textures. 2D SC patterns for harmonic stimuli showed spatially distinct relationships. TT SCs revealed spatially precise functional connectivity between harmonically related neurons. Thus, even though the frequency preference of neighboring neurons in A1 is functionally diverse, the functional connection pattern of these neurons is functionally precise and harmonically related.
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来源期刊
CiteScore
19.00
自引率
0.90%
发文量
3575
审稿时长
2.5 months
期刊介绍: The Proceedings of the National Academy of Sciences (PNAS), a peer-reviewed journal of the National Academy of Sciences (NAS), serves as an authoritative source for high-impact, original research across the biological, physical, and social sciences. With a global scope, the journal welcomes submissions from researchers worldwide, making it an inclusive platform for advancing scientific knowledge.
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