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Thoroughly Calibrated Modular Agent-Based Model of the Human Cardiovascular and Renal Systems for Blood Pressure Regulation in Health and Disease

Authors :
Elena Kutumova
Ilya Kiselev
Ruslan Sharipov
Galina Lifshits
Fedor Kolpakov
Source :
Frontiers in Physiology, Frontiers in Physiology, Vol 12 (2021)
Publication Year :
2021
Publisher :
Frontiers Media SA, 2021.

Abstract

Here we present a modular agent-based mathematical model of the human cardiovascular and renal systems. It integrates the previous models primarily developed by A. C. Guyton, F. Karaaslan, K. M. Hallow, and Y. V. Solodyannikov. We performed the model calibration to find an equilibrium state within the normal vital sign ranges for a healthy adult. We verified the model’s abilities to reproduce equilibrium states with abnormal physiological values related to different combinations of cardiovascular diseases (such as systemic hypertension, chronic heart failure, pulmonary hypertension, etc.). For the model creation and validation, we involved over 200 scientific studies covering known models of the human cardiovascular and renal functions, biosimulation platforms, and clinical measurements of physiological quantities in normal and pathological conditions. We compiled detailed documentation describing all equations, parameters and variables of the model with justification of all formulas and values. The model is implemented in BioUML and available in the web-version of the software.

Details

ISSN :
1664042X
Volume :
12
Database :
OpenAIRE
Journal :
Frontiers in Physiology
Accession number :
edsair.doi.dedup.....be579d03063770034deb95a9772ceafe
Full Text :
https://doi.org/10.3389/fphys.2021.746300