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Development of a Unified Cardiovascular-Pupillary Model for Interpreting Pupil Size Variability as an Autonomic
Kevin Hung1, Gary Man-Tat Man1, Daniel Hung-Kay Chow2
1Department of Electronic Engineering and Computer Science, School of Science and Technology Hong Kong Metropolitan University, Hong Kong, China.
Biomedical Engineering and Computational Biology
|June 29, 2026
Summary
Pupil size variability (PSV) can indicate autonomic nervous system (ANS) function. Our computational model reveals PSV originates from respiratory and baroreceptor inputs, supporting its use in non-invasive ANS monitoring.
Area of Science:
- Computational physiology
- Autonomic nervous system research
- Ocular biomechanics
Background:
- Pupil size variability (PSV) is a potential non-contact biomarker for autonomic nervous system (ANS) function.
- The precise physiological mechanisms underlying PSV and its relationship to cardiovascular autonomic balance are not fully understood.
Purpose of the Study:
- To develop a computational model investigating the physiological basis of PSV.
- To assess how frequency-domain indices of PSV relate to cardiovascular autonomic balance.
Main Methods:
- Integrated a cardiovascular regulation model with a biomechanical pupillary muscle model.
- Simulated PSV and heart rate variability (HRV) using respiratory and baroreflex inputs.
- Performed frequency-domain analyses to compare simulated PSV and HRV across various autonomic states.
Main Results:
- The model demonstrated that PSV arises from respiratory and baroreceptor inputs, naturally exhibiting range-nonlinearity (RNL) due to iris biomechanics.
- Simulated PSV mirrored key physiological responses, including inspiration-linked dilation and parasympathetic modulation.
- Frequency-domain analysis of PSV showed low- and high-frequency components analogous to HRV, but their magnitudes were sensitive to autonomic state and mean pupil size.
Conclusions:
- Established a mechanistic framework for interpreting PSV as a cardiovascular autonomic biomarker.
- Findings support the development of non-invasive, wearable, eye-based systems for ANS monitoring.
Keywords:
autonomic nervous systembiomechanical modelheart rate variability pupil size variabilitypupillary muscle plantMore Related Videos
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