The interplay between cardiac and brain activities within a balancing skill-challenge context during goal-directed motor control
Related Experiment Video
Updated: Jan 21, 2026

In Vivo Wireless Optogenetic Control of Skilled Motor Behavior
Published on: November 22, 2021
Heng Gu1, Qunli Yao2, Chao Yang3
1Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, 777 Xingye Avenue East, Panyu District, Guangzhou, Guangdong 511442, People's Republic of China.
Insights
This study reveals that coordinated brain and heart rhythms improve motor control. Heart rate variability predicts performance when task demands match skill levels, offering insights for neuroergonomics and rehabilitation.
Area of Science:
- Neuroscience
- Physiology
- Human-Computer Interaction
Background:
- The heart's oscillations influence brain networks for cognition and self-awareness.
- The precise relationship between cardiac activity and brain function under demanding tasks is not fully understood.
Purpose of the Study:
- To investigate the co-regulatory mechanisms between heart rate variability (HRV) and electroencephalogram (EEG) rhythms during tactical motor tasks.
- To explore how skill proficiency and task demands modulate cardiac-brain oscillatory interactions.
Main Methods:
- Two studies utilized a simulated quadrotor UAV system with adjustable skill-challenge balance.
- Analyses included heartbeat-evoked potentials (HEPs), phase-amplitude coupling (PAC), cross-modal PAC (xPAC), and HRV.
- Investigated predictive relationships between cardiac and neural oscillations.
Main Results:
- Cardiac-brain oscillatory interactions, measured by xPAC and HEPs, became more coordinated with increased motor control proficiency.
- Cross-modal PAC (xPAC) consistently tracked brain PAC within individuals across conditions.
- Heart rate variability (HRV) showed predictive power for performance mainly when skill and task demands were balanced.
Conclusions:
- The functional relationship between the brain and heart, particularly through xPAC and HEPs, characterizes the association between HRV and PAC.
- Findings suggest that improved motor adeptness leads to more coordinated cardiac-brain oscillations.
- These insights have implications for neuroergonomics and clinical rehabilitation strategies.
Abstract:
The cardiac oscillatory is found to regulate the brain's functional networks that support cognitive processing and self-awareness. However, whether these associations are specific to certain clinical contexts or general principles remains unclear. The present study investigated oscillatory associations between heart rate variability (HRV) and electroencephalogram (EEG) rhythms to explore the dynamic co-regulatory mechanisms between them when facing tactical motor demands. We performed two studies using a simulated quadrotor UAV operation system, which provided tasks with adjustable skill-challenge balance. Through the variations in motor control prompted by skill proficiency (Study 1) and task demands (Study 2), we conducted some common analyses within the same group of participants, including heartbeat-evoked potentials (HEPs), phase-amplitude coupling (PAC) cross-modal phase-amplitude coupling (xPAC), heart rate variability, and predictive relationships among them. Our results suggested that the association between HRV and PAC can be characterized by the functional relationship between brain and heart, such as xPAC and HEP. As participants became more flexible and adept in motor control, cardiac-brain oscillatory interactions tended to become more coordinated. Within individuals, xPAC robustly tracked PAC across conditions, whereas HRV showed predictive power primarily when skill and task demands were reasonably balanced. Such findings may hold promising implications for enhancing our understanding of performance in neuroergonomics and clinical rehabilitation.
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