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Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700405/ https://www.ncbi.nlm.nih.gov/pubmed/34943427 http://dx.doi.org/10.3390/diagnostics11122190 |
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author | Šiaučiūnaitė, Vaiva Ragulskis, Minvydas Vainoras, Alfonsas Dabiri, Babak Kaniusas, Eugenijus |
author_facet | Šiaučiūnaitė, Vaiva Ragulskis, Minvydas Vainoras, Alfonsas Dabiri, Babak Kaniusas, Eugenijus |
author_sort | Šiaučiūnaitė, Vaiva |
collection | PubMed |
description | The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper is to visualize the cardiovascular system during auricular vagus nerve stimulation (aVNS) using the matrix differences to evaluate the dynamic signal interfaces by cointegrating the initial signal data into the matrices during each case. Algebraic relationships between RR/JT and JT/QRS cardiac intervals are used not only to track the cardiovascular changes during aVNS but also to characterize individual features of the person during the transit through the therapy. This paper presents the computational techniques that can visualize the complex dynamical processes taking place in the cardiovascular system using the electrical aVNS therapy. Four healthy volunteers participated in two verum and two placebo experiments. We discovered that the body’s reaction to the stimulation was very different in each of the cases, but the presented techniques opened new possibilities for a novel interpretation of the dynamics of the cardiovascular system. |
format | Online Article Text |
id | pubmed-8700405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87004052021-12-24 Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation Šiaučiūnaitė, Vaiva Ragulskis, Minvydas Vainoras, Alfonsas Dabiri, Babak Kaniusas, Eugenijus Diagnostics (Basel) Case Report The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper is to visualize the cardiovascular system during auricular vagus nerve stimulation (aVNS) using the matrix differences to evaluate the dynamic signal interfaces by cointegrating the initial signal data into the matrices during each case. Algebraic relationships between RR/JT and JT/QRS cardiac intervals are used not only to track the cardiovascular changes during aVNS but also to characterize individual features of the person during the transit through the therapy. This paper presents the computational techniques that can visualize the complex dynamical processes taking place in the cardiovascular system using the electrical aVNS therapy. Four healthy volunteers participated in two verum and two placebo experiments. We discovered that the body’s reaction to the stimulation was very different in each of the cases, but the presented techniques opened new possibilities for a novel interpretation of the dynamics of the cardiovascular system. MDPI 2021-11-25 /pmc/articles/PMC8700405/ /pubmed/34943427 http://dx.doi.org/10.3390/diagnostics11122190 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Case Report Šiaučiūnaitė, Vaiva Ragulskis, Minvydas Vainoras, Alfonsas Dabiri, Babak Kaniusas, Eugenijus Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title | Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title_full | Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title_fullStr | Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title_full_unstemmed | Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title_short | Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation |
title_sort | visualization of complex processes in cardiovascular system during electrical auricular vagus nerve stimulation |
topic | Case Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700405/ https://www.ncbi.nlm.nih.gov/pubmed/34943427 http://dx.doi.org/10.3390/diagnostics11122190 |
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