Sparsity of population activity in the hippocampus is task-invariant across the trisynaptic circuit and dorsoventral axis

J. Quinn Lee, Matthew Nielsen, Rebecca McHugh, Erik Morgan, Nhung Hong, Robert J Sutherland, Robert J McDonald
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Abstract

Evidence from neurophysiological and genetic studies demonstrates that activity sparsity, the proportion of neurons that are active at a given time in a population, systematically varies across the canonical trisynaptic circuit of the hippocampus. Recent work has also shown that sparsity varies across the hippocampal dorsoventral (long) axis, wherein activity is sparser in ventral than dorsal regions. While the hippocampus has a critical role in long term memory (LTM), whether sparsity across the trisynaptic circuit and hippocampal long axis is task dependent or invariant remains unknown. Importantly, representational sparsity has significant implications for neural computation and theoretical models of learning and memory within and beyond the hippocampus. Here we used functional molecular imaging to quantify sparsity in the rat hippocampus during performance of the Morris water task (MWT) and contextual fear discrimination (CFD); two popular and distinct assays of LTM. We found that activity sparsity is highly reliable across memory tasks, wherein activity increases sequentially across the trisynaptic circuit (DG < CA3 < CA1) and decreases across the long axis (ventral < dorsal). These results have important implications for models of hippocampal function and suggest that activity sparsity is a preserved property in the hippocampal system across cognitive settings.
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海马中群体活动的稀疏性在三突触回路和背腹轴线上与任务无关
来自神经生理学和遗传学研究的证据表明,活动稀疏性(神经元群中在给定时间内处于活动状态的神经元比例)在海马的典型三突触回路中存在系统性变化。最近的研究还表明,稀疏性在海马背腹(长)轴上也有变化,即腹侧区域的活动比背侧区域稀疏。虽然海马在长期记忆(LTM)中起着至关重要的作用,但三突触回路和海马长轴上的稀疏性是取决于任务还是不变的,目前仍不得而知。重要的是,表征稀疏性对海马内外的神经计算和学习与记忆理论模型具有重要影响。在这里,我们利用功能分子成像技术量化了大鼠海马在完成莫里斯水任务(MWT)和情境恐惧辨别(CFD)时的稀疏性。我们发现,在不同的记忆任务中,活动稀疏性是高度可靠的,其中活动在三突触回路(DG < CA3 < CA1)中依次增加,在长轴(腹侧 < 背侧)中依次减少。这些结果对海马功能模型具有重要意义,并表明活动稀疏性是海马系统在不同认知环境中保留的特性。
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