Dynamic prediction of goal location by coordinated representation of prefrontal-hippocampal theta sequences

海马结构 代表(政治) 海马体 神经科学 前额叶皮质 计算机科学 空间记忆 生物 人工智能 机器学习 工作记忆 认知 政治学 政治 法学
作者
Yimeng Wang,Xueling Wang,Ling Wang,Zheng Li,Shuang Meng,Nan Zhu,Xingwei An,Lei Wang,Jiajia Yang,Chenguang Zheng,Dong Ming
出处
期刊:Current Biology [Elsevier]
卷期号:34 (9): 1866-1879.e6 被引量:4
标识
DOI:10.1016/j.cub.2024.03.032
摘要

Prefrontal (PFC) and hippocampal (HPC) sequences of neuronal firing modulated by theta rhythms could represent upcoming choices during spatial memory-guided decision-making. How the PFC-HPC network dynamically coordinates theta sequences to predict specific goal locations and how it is interrupted in memory impairments induced by amyloid beta (Aβ) remain unclear. Here, we detected theta sequences of firing activities of PFC neurons and HPC place cells during goal-directed spatial memory tasks. We found that PFC ensembles exhibited predictive representation of the specific goal location since the starting phase of memory retrieval, earlier than the hippocampus. High predictive accuracy of PFC theta sequences existed during successful memory retrieval and positively correlated with memory performance. Coordinated PFC-HPC sequences showed PFC-dominant prediction of goal locations during successful memory retrieval. Furthermore, we found that theta sequences of both regions still existed under Aβ accumulation, whereas their predictive representation of goal locations was weakened with disrupted spatial representation of HPC place cells and PFC neurons. These findings highlight the essential role of coordinated PFC-HPC sequences in successful memory retrieval of a precise goal location.

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