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在 9.4T 雄性小鼠中进行睡眠 fMRI 与同时的电生理学研究。

Sleep fMRI with simultaneous electrophysiology at 9.4 T in male mice.

机构信息

Institute of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China.

University of Chinese Academy of Sciences, Beijing, China.

出版信息

Nat Commun. 2023 Mar 24;14(1):1651. doi: 10.1038/s41467-023-37352-9.

Abstract

Sleep is ubiquitous and essential, but its mechanisms remain unclear. Studies in animals and humans have provided insights of sleep at vastly different spatiotemporal scales. However, challenges remain to integrate local and global information of sleep. Therefore, we developed sleep fMRI based on simultaneous electrophysiology at 9.4 T in male mice. Optimized un-anesthetized mouse fMRI setup allowed manifestation of NREM and REM sleep, and a large sleep fMRI dataset was collected and openly accessible. State dependent global patterns were revealed, and state transitions were found to be global, asymmetrical and sequential, which can be predicted up to 17.8 s using LSTM models. Importantly, sleep fMRI with hippocampal recording revealed potentiated sharp-wave ripple triggered global patterns during NREM than awake state, potentially attributable to co-occurrence of spindle events. To conclude, we established mouse sleep fMRI with simultaneous electrophysiology, and demonstrated its capability by revealing global dynamics of state transitions and neural events.

摘要

睡眠普遍存在且必不可少,但睡眠的机制仍不清楚。动物和人类的研究提供了在非常不同的时空尺度上对睡眠的深入了解。然而,整合睡眠的局部和全局信息仍然存在挑战。因此,我们在 9.4T 的雄性小鼠中同时进行电生理学研究,开发了睡眠 fMRI。优化的非麻醉小鼠 fMRI 设备允许表现出 NREM 和 REM 睡眠,并且收集并公开提供了大量的睡眠 fMRI 数据集。揭示了状态相关的全局模式,并且发现状态转换是全局的、不对称的和顺序的,可以使用 LSTM 模型提前 17.8 秒预测。重要的是,海马记录的睡眠 fMRI 显示,在 NREM 期间比清醒状态下更能引发强烈的尖波涟漪触发的全局模式,这可能归因于纺锤波事件的同时发生。总之,我们建立了具有同时电生理学的小鼠睡眠 fMRI,并通过揭示状态转换和神经事件的全局动力学来证明其能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1709/10039056/0f78d4ab60cd/41467_2023_37352_Fig1_HTML.jpg

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