Loading…

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...

Full description

Saved in:
Bibliographic Details
Published in:Diagnostics (Basel) 2021-11, Vol.11 (12), p.2190
Main Authors: Šiaučiūnaitė, Vaiva, Ragulskis, Minvydas, Vainoras, Alfonsas, Dabiri, Babak, Kaniusas, Eugenijus
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3
cites cdi_FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3
container_end_page
container_issue 12
container_start_page 2190
container_title Diagnostics (Basel)
container_volume 11
creator Šiaučiūnaitė, Vaiva
Ragulskis, Minvydas
Vainoras, Alfonsas
Dabiri, Babak
Kaniusas, Eugenijus
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.
doi_str_mv 10.3390/diagnostics11122190
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_303609be59e34b98affad8862eb3a1ce</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_303609be59e34b98affad8862eb3a1ce</doaj_id><sourcerecordid>2612757101</sourcerecordid><originalsourceid>FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3</originalsourceid><addsrcrecordid>eNptkV9rHCEUxaU0NCHNJwgUoc_b6qgz-lIIS9IGQlvIn1e5o3emLjPjVmeWpp--ppuGBOqLcjz3d70eQk45-yCEYR99gH6KeQ4uc86rihv2ihxVrFErKbl-_ex8SE5y3rCyDBe6Um_IoZBGClk1RyTehbzAEH7DHOJEY0fXcdwO-It-T9FhzphpmOgakg9xB9ktAyR6fZ9nHKlfUph6ej6gm1NwMNCzouwtd9AvmX7FtEN6PYexiA8d3pKDDoaMJ4_7Mbm9OL9Zf1ldfft8uT67WjlZ1_OKowSmJLKuhlo02htnGAqHyBrhnBemNUpLrVSZquvQOFZ72epWo27AdeKYXO65PsLGblMYId3bCMH-FWLqLaTyewNawUTNTIvKoJCt0dB14LWuK2wFcIeF9WnP2i7tiN7hNCcYXkBf3kzhh-3jzuqGMclUAbx_BKT4c8E8201c0lTmt1XNq0Y1nPHiEnuXSzHnhN1TB87sQ-j2P6GXqnfPH_dU8y9i8QeoBK6c</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2612757101</pqid></control><display><type>article</type><title>Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation</title><source>PubMed (Medline)</source><source>Publicly Available Content Database</source><creator>Šiaučiūnaitė, Vaiva ; Ragulskis, Minvydas ; Vainoras, Alfonsas ; Dabiri, Babak ; Kaniusas, Eugenijus</creator><creatorcontrib>Šiaučiūnaitė, Vaiva ; Ragulskis, Minvydas ; Vainoras, Alfonsas ; Dabiri, Babak ; Kaniusas, Eugenijus</creatorcontrib><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.</description><identifier>ISSN: 2075-4418</identifier><identifier>EISSN: 2075-4418</identifier><identifier>DOI: 10.3390/diagnostics11122190</identifier><identifier>PMID: 34943427</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Algorithms ; auricular vagus nerve stimulation ; Blood pressure ; cardiac intervals ; Cardiovascular system ; Case Report ; electrocardiography ; Feedback ; Heart rate ; Human body ; Hypertension ; Metabolism ; Nervous system ; Regulation</subject><ispartof>Diagnostics (Basel), 2021-11, Vol.11 (12), p.2190</ispartof><rights>2021 by the authors. 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3</citedby><cites>FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3</cites><orcidid>0000-0003-2753-6035 ; 0000-0002-3348-9717 ; 0000-0002-5732-8520</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2612757101/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2612757101?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34943427$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Šiaučiūnaitė, Vaiva</creatorcontrib><creatorcontrib>Ragulskis, Minvydas</creatorcontrib><creatorcontrib>Vainoras, Alfonsas</creatorcontrib><creatorcontrib>Dabiri, Babak</creatorcontrib><creatorcontrib>Kaniusas, Eugenijus</creatorcontrib><title>Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation</title><title>Diagnostics (Basel)</title><addtitle>Diagnostics (Basel)</addtitle><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.</description><subject>Algorithms</subject><subject>auricular vagus nerve stimulation</subject><subject>Blood pressure</subject><subject>cardiac intervals</subject><subject>Cardiovascular system</subject><subject>Case Report</subject><subject>electrocardiography</subject><subject>Feedback</subject><subject>Heart rate</subject><subject>Human body</subject><subject>Hypertension</subject><subject>Metabolism</subject><subject>Nervous system</subject><subject>Regulation</subject><issn>2075-4418</issn><issn>2075-4418</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkV9rHCEUxaU0NCHNJwgUoc_b6qgz-lIIS9IGQlvIn1e5o3emLjPjVmeWpp--ppuGBOqLcjz3d70eQk45-yCEYR99gH6KeQ4uc86rihv2ihxVrFErKbl-_ex8SE5y3rCyDBe6Um_IoZBGClk1RyTehbzAEH7DHOJEY0fXcdwO-It-T9FhzphpmOgakg9xB9ktAyR6fZ9nHKlfUph6ej6gm1NwMNCzouwtd9AvmX7FtEN6PYexiA8d3pKDDoaMJ4_7Mbm9OL9Zf1ldfft8uT67WjlZ1_OKowSmJLKuhlo02htnGAqHyBrhnBemNUpLrVSZquvQOFZ72epWo27AdeKYXO65PsLGblMYId3bCMH-FWLqLaTyewNawUTNTIvKoJCt0dB14LWuK2wFcIeF9WnP2i7tiN7hNCcYXkBf3kzhh-3jzuqGMclUAbx_BKT4c8E8201c0lTmt1XNq0Y1nPHiEnuXSzHnhN1TB87sQ-j2P6GXqnfPH_dU8y9i8QeoBK6c</recordid><startdate>20211125</startdate><enddate>20211125</enddate><creator>Šiaučiūnaitė, Vaiva</creator><creator>Ragulskis, Minvydas</creator><creator>Vainoras, Alfonsas</creator><creator>Dabiri, Babak</creator><creator>Kaniusas, Eugenijus</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7XB</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2753-6035</orcidid><orcidid>https://orcid.org/0000-0002-3348-9717</orcidid><orcidid>https://orcid.org/0000-0002-5732-8520</orcidid></search><sort><creationdate>20211125</creationdate><title>Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation</title><author>Šiaučiūnaitė, Vaiva ; Ragulskis, Minvydas ; Vainoras, Alfonsas ; Dabiri, Babak ; Kaniusas, Eugenijus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>auricular vagus nerve stimulation</topic><topic>Blood pressure</topic><topic>cardiac intervals</topic><topic>Cardiovascular system</topic><topic>Case Report</topic><topic>electrocardiography</topic><topic>Feedback</topic><topic>Heart rate</topic><topic>Human body</topic><topic>Hypertension</topic><topic>Metabolism</topic><topic>Nervous system</topic><topic>Regulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Šiaučiūnaitė, Vaiva</creatorcontrib><creatorcontrib>Ragulskis, Minvydas</creatorcontrib><creatorcontrib>Vainoras, Alfonsas</creatorcontrib><creatorcontrib>Dabiri, Babak</creatorcontrib><creatorcontrib>Kaniusas, Eugenijus</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest research library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Diagnostics (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Šiaučiūnaitė, Vaiva</au><au>Ragulskis, Minvydas</au><au>Vainoras, Alfonsas</au><au>Dabiri, Babak</au><au>Kaniusas, Eugenijus</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation</atitle><jtitle>Diagnostics (Basel)</jtitle><addtitle>Diagnostics (Basel)</addtitle><date>2021-11-25</date><risdate>2021</risdate><volume>11</volume><issue>12</issue><spage>2190</spage><pages>2190-</pages><issn>2075-4418</issn><eissn>2075-4418</eissn><abstract>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.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>34943427</pmid><doi>10.3390/diagnostics11122190</doi><orcidid>https://orcid.org/0000-0003-2753-6035</orcidid><orcidid>https://orcid.org/0000-0002-3348-9717</orcidid><orcidid>https://orcid.org/0000-0002-5732-8520</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2075-4418
ispartof Diagnostics (Basel), 2021-11, Vol.11 (12), p.2190
issn 2075-4418
2075-4418
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_303609be59e34b98affad8862eb3a1ce
source PubMed (Medline); Publicly Available Content Database
subjects Algorithms
auricular vagus nerve stimulation
Blood pressure
cardiac intervals
Cardiovascular system
Case Report
electrocardiography
Feedback
Heart rate
Human body
Hypertension
Metabolism
Nervous system
Regulation
title Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T09%3A40%3A25IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Visualization%20of%20Complex%20Processes%20in%20Cardiovascular%20System%20during%20Electrical%20Auricular%20Vagus%20Nerve%20Stimulation&rft.jtitle=Diagnostics%20(Basel)&rft.au=%C5%A0iau%C4%8Di%C5%ABnait%C4%97,%20Vaiva&rft.date=2021-11-25&rft.volume=11&rft.issue=12&rft.spage=2190&rft.pages=2190-&rft.issn=2075-4418&rft.eissn=2075-4418&rft_id=info:doi/10.3390/diagnostics11122190&rft_dat=%3Cproquest_doaj_%3E2612757101%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c466t-1e4a054e0f6a6378d9c90e3cee073ccd39b9584855009ffe9c06d4b8b8e87acf3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2612757101&rft_id=info:pmid/34943427&rfr_iscdi=true