Proceedings of the National Academy of SciencesNeurosciencePeer-reviewed journal article
Multiple types of navigational information are independently encoded in the population activities of the dentate gyrus neurons
Tomoyuki MuranoiD, Ryuichi NakajimaiD, Akito NakaoiD, Nao HirataiD, Satoko AmemoriiD, Akira MurakamiiD, Yukiyasu KamitaniiD, Jun YamamotoiD, Tsuyoshi MiyakawaiD
Abstract
The dentate gyrus (DG) plays critical roles in cognitive functions such as learning, memory, and spatial coding, and its dysfunction is implicated in various neuropsychiatric disorders. However, it remains largely unknown how information is represented in this region. Here, we recorded neuronal activity in the DG using Ca2+ imaging in freely moving mice and analysed this activity using machine learning. The activity patterns of populations of DG neurons enabled us to successfully decode position, speed, and motion direction in an open field as well as current and future location in a T-maze, and each individual neuron was diversely and independently tuned to these multiple information types. In CaMKII heterozygous knockout mice, which present deficits in spatial remote and working memory, the decoding accuracy of position in the open field and future location in the T-maze were selectively reduced. These results suggest that multiple types of information are independently distributed in DG neurons.
- organism: mouse
- assay: imaging
- research focus: cell type annotation
- approach: machine learning (classical)
- Citations
- 14
- FWCI
- 1.42
- Field percentile
- top 21%
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