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Updated: Mar 19, 2026

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Decoding Natural Behavior from Neuroethological Embedding
Published on: October 3, 2025
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A shared speed encoding model for running and backing away behaviours in segregated neural circuits.
Jiajia Chen1,2,3,4, He Li1,2,3,4, Na Lian1,2,3,4
1Department of Physiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong, China.
Nature Communications
|March 18, 2026
Summary
Researchers discovered how neuronal firing in the dorsal periaqueductal grey (dPAG) circuit encodes running speed. Distinct neuronal units control running and backing away behaviors, with somatostatin (SOM) neurons mediating transitions between states.
Area of Science:
- Neuroscience
- Motor Control
- Computational Neuroscience
Background:
- The neural basis for encoding behavioral intensity, such as running speed, remains poorly understood.
- The dorsal periaqueductal grey (dPAG) circuit, receiving input from the temporal association cortex (TeA) and superior colliculus (SC), is known to initiate running behavior.
Purpose of the Study:
- To investigate how neuronal firing patterns within the dPAG circuit encode behavioral intensity.
- To elucidate the specific neural mechanisms underlying different motor behaviors and their transitions.
Main Methods:
- In vivo loose-patch recordings were performed in mice.
- Circuit manipulations were employed to activate specific neuronal populations.
- Neuronal firing rates were correlated with running speed.
- A computational model was developed to describe the firing-speed relationship.
Main Results:
- Activation of the dPAG circuit induced two distinct behavioral patterns: backing away and rebound running.
- CaMKIIα neurons in the dPAG act as distinct "behavioral units," controlling running and backing away.
- Unidirectional inhibition from the backing away unit to the running unit, mediated by somatostatin (SOM) neurons, enables transitions between four behavioral states (running, backing away, stopping, rebound running).
- Both running and backing away behaviors adhere to a unified motor encoding model described by a single-phase association equation.
Conclusions:
- The dPAG circuit employs distinct neuronal units and inhibitory interactions to control and transition between different motor behaviors.
- A unified motor encoding model explains the relationship between neuronal activity and behavioral intensity for both running and backing away.
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