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Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors
Shadi Ghiasi1, Alberto Greco2, Luca Faes3
1Department of Information Engineering & Research Center E. Piaggio, University of Pisa, Pisa, Italy. shadi.ghiasi@centropiaggio.unipi.it.
Insights
This study introduces a new model to quantify heartbeat regulation from neural pathways. Physical stressors significantly influence cardiac control dynamics, even when combined with mental stressors.
Area of Science:
- Cardiovascular Physiology
- Autonomic Nervous System Research
- Computational Neuroscience
Background:
- Heartbeat regulation involves central and peripheral autonomic mechanisms.
- Previous research focused on single stressors, leaving combined stressor effects on autonomic routes understudied.
Purpose of the Study:
- To develop and validate a novel modeling framework for quantifying heartbeat regulatory mechanisms influenced by distinct neural pathways.
- To investigate the impact of combined physical and mental stressors on autonomic cardiac control.
Main Methods:
- A new computational modeling framework was developed.
- The framework was applied to heartbeat datasets from healthy subjects under physical, mental, and combined stressor conditions.
Main Results:
- The proposed framework successfully quantified heartbeat regulatory dynamics under various stressor conditions.
- When physical and cognitive/emotional stressors were combined, physical stressors drove over 70% of the heartbeat regulatory dynamics.
- The study provides quantitative insights into neural activity's role in cardiac control.
Conclusions:
- The novel framework offers a quantitative approach to understanding complex autonomic control of the heart.
- Findings suggest physical stressors have a dominant role in combined stress scenarios, potentially revealing new psychophysiological and physiopathological biomarkers.
Abstract:
Heartbeat regulation is achieved through different routes originating from central autonomic network sources, as well as peripheral control mechanisms. While previous studies successfully characterized cardiovascular regulatory mechanisms during a single stressor, to the best of our knowledge, a combination of multiple concurrent elicitations leading to the activation of different autonomic regulatory routes has not been investigated yet. Therefore, in this study, we propose a novel modeling framework for the quantification of heartbeat regulatory mechanisms driven by different neural routes. The framework is evaluated using two heartbeat datasets gathered from healthy subjects undergoing physical and mental stressors, as well as their concurrent administration. Experimental results indicate that more than 70% of the heartbeat regulatory dynamics is driven by the physical stressor when combining physical and cognitive/emotional stressors. The proposed framework provides quantitative insights and novel perspectives for neural activity on cardiac control dynamics, likely highlighting new biomarkers in the psychophysiology and physiopathology fields. A Matlab implementation of the proposed tool is available online.
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