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Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus

In interdisciplinary fields such as systems biology, good communication between experimentalists and theorists is crucial for the success of a project. Theoretical modeling in physiology usually describes complex systems with many interdependencies. On one hand, these models have to be grounded on e...

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Autores principales: Schmid, Kerstin, Knote, Andreas, Mück, Alexander, Pfeiffer, Keram, von Mammen, Sebastian, Fischer, Sabine C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580865/
https://www.ncbi.nlm.nih.gov/pubmed/36303783
http://dx.doi.org/10.3389/fbinf.2021.774300
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author Schmid, Kerstin
Knote, Andreas
Mück, Alexander
Pfeiffer, Keram
von Mammen, Sebastian
Fischer, Sabine C.
author_facet Schmid, Kerstin
Knote, Andreas
Mück, Alexander
Pfeiffer, Keram
von Mammen, Sebastian
Fischer, Sabine C.
author_sort Schmid, Kerstin
collection PubMed
description In interdisciplinary fields such as systems biology, good communication between experimentalists and theorists is crucial for the success of a project. Theoretical modeling in physiology usually describes complex systems with many interdependencies. On one hand, these models have to be grounded on experimental data. On the other hand, experimenters must be able to understand the interdependent complexities of the theoretical model in order to interpret the model’s results in the physiological context. We promote interactive, visual simulations as an engaging way to present theoretical models in physiology and to make complex processes tangible. Based on a requirements analysis, we developed a new model for gas exchange in the human alveolus in combination with an interactive simulation software named Alvin. Alvin exceeds the current standard with its spatio-temporal resolution and a combination of visual and quantitative feedback. In Alvin, the course of the simulation can be traced in a three-dimensional rendering of an alveolus and dynamic plots. The user can interact by configuring essential model parameters. Alvin allows to run and compare multiple simulation instances simultaneously. We exemplified the use of Alvin for research by identifying unknown dependencies in published experimental data. Employing a detailed questionnaire, we showed the benefits of Alvin for education. We postulate that interactive, visual simulation of theoretical models, as we have implemented with Alvin on respiratory processes in the alveolus, can be of great help for communication between specialists and thereby advancing research.
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spelling pubmed-95808652022-10-26 Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus Schmid, Kerstin Knote, Andreas Mück, Alexander Pfeiffer, Keram von Mammen, Sebastian Fischer, Sabine C. Front Bioinform Bioinformatics In interdisciplinary fields such as systems biology, good communication between experimentalists and theorists is crucial for the success of a project. Theoretical modeling in physiology usually describes complex systems with many interdependencies. On one hand, these models have to be grounded on experimental data. On the other hand, experimenters must be able to understand the interdependent complexities of the theoretical model in order to interpret the model’s results in the physiological context. We promote interactive, visual simulations as an engaging way to present theoretical models in physiology and to make complex processes tangible. Based on a requirements analysis, we developed a new model for gas exchange in the human alveolus in combination with an interactive simulation software named Alvin. Alvin exceeds the current standard with its spatio-temporal resolution and a combination of visual and quantitative feedback. In Alvin, the course of the simulation can be traced in a three-dimensional rendering of an alveolus and dynamic plots. The user can interact by configuring essential model parameters. Alvin allows to run and compare multiple simulation instances simultaneously. We exemplified the use of Alvin for research by identifying unknown dependencies in published experimental data. Employing a detailed questionnaire, we showed the benefits of Alvin for education. We postulate that interactive, visual simulation of theoretical models, as we have implemented with Alvin on respiratory processes in the alveolus, can be of great help for communication between specialists and thereby advancing research. Frontiers Media S.A. 2022-01-26 /pmc/articles/PMC9580865/ /pubmed/36303783 http://dx.doi.org/10.3389/fbinf.2021.774300 Text en Copyright © 2022 Schmid, Knote, Mück, Pfeiffer, von Mammen and Fischer. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioinformatics
Schmid, Kerstin
Knote, Andreas
Mück, Alexander
Pfeiffer, Keram
von Mammen, Sebastian
Fischer, Sabine C.
Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title_full Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title_fullStr Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title_full_unstemmed Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title_short Interactive, Visual Simulation of a Spatio-Temporal Model of Gas Exchange in the Human Alveolus
title_sort interactive, visual simulation of a spatio-temporal model of gas exchange in the human alveolus
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580865/
https://www.ncbi.nlm.nih.gov/pubmed/36303783
http://dx.doi.org/10.3389/fbinf.2021.774300
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