bioRxivNeurosciencePreprint
An electrical brain network encodes anxiety in health and depressive states
Dalton N. HughesiD, Michael Hunter Klein, Kathryn K. Walder-ChristenseniD, Gwenaëlle E. Thomas, Yael S. GrossmaniD, Diana Waters, Anna E. Matthews, William Edgar CarsoniD, Yassine FilaliiD, Mariya TsyglakovaiD, Alexandra FinkiD, Neil M. GallagheriD, Masiel Perez-Balaguer, Colleen A. McClungiD, Jean Mary ZarateiD, Rainbo C. HultmaniD, Stephen D. Mague, David CarlsoniD, Kafui DzirasaiD
Abstract
In rodents, anxiety is characterized by heightened vigilance during low-threat and uncertain situations. Though activity in the frontal cortex and limbic system is fundamental to supporting this internal state, the underlying network architecture that integrates activity across brain regions to encode anxiety across animals and paradigms remains unclear. Here, we utilize parallel electrical recordings in freely behaving mice, multiple translational paradigms known to induce anxiety, and machine learning to discover a multi-region network that encodes the anxious brain state. The network is composed of circuits widely implicated in anxiety behavior, it generalizes across many behavioral contexts that induce anxiety, and it fails to encode multiple behavioral contexts that do not. Strikingly, the activity of this network is also principally altered in two mouse models of depression. Thus, we establish a network-level process whereby the brain encodes anxiety in health and disease.
- organism: mouse
- assay: electronic health records
- research focus: cell type annotation
- approach: machine learning (classical)
- Citations
- 3
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