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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.
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.
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