Cargando…

A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine

Sepsis is a debilitating condition associated with a high mortality rate that greatly strains hospital resources. Though advances have been made in improving sepsis diagnosis and treatment, our understanding of the disease is far from complete. Mathematical modeling of sepsis has the potential to ex...

Descripción completa

Detalles Bibliográficos
Autores principales: McDaniel, Matthew, Keller, Jonathan M., White, Steven, Baird, Austin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6813930/
https://www.ncbi.nlm.nih.gov/pubmed/31681022
http://dx.doi.org/10.3389/fphys.2019.01321
_version_ 1783462926597750784
author McDaniel, Matthew
Keller, Jonathan M.
White, Steven
Baird, Austin
author_facet McDaniel, Matthew
Keller, Jonathan M.
White, Steven
Baird, Austin
author_sort McDaniel, Matthew
collection PubMed
description Sepsis is a debilitating condition associated with a high mortality rate that greatly strains hospital resources. Though advances have been made in improving sepsis diagnosis and treatment, our understanding of the disease is far from complete. Mathematical modeling of sepsis has the potential to explore underlying biological mechanisms and patient phenotypes that contribute to variability in septic patient outcomes. We developed a comprehensive, whole-body mathematical model of sepsis pathophysiology using the BioGears Engine, a robust open-source virtual human modeling project. We describe the development of a sepsis model and the physiologic response within the BioGears framework. We then define and simulate scenarios that compare sepsis treatment regimens. As such, we demonstrate the utility of this model as a tool to augment sepsis research and as a training platform to educate medical staff.
format Online
Article
Text
id pubmed-6813930
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-68139302019-11-01 A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine McDaniel, Matthew Keller, Jonathan M. White, Steven Baird, Austin Front Physiol Physiology Sepsis is a debilitating condition associated with a high mortality rate that greatly strains hospital resources. Though advances have been made in improving sepsis diagnosis and treatment, our understanding of the disease is far from complete. Mathematical modeling of sepsis has the potential to explore underlying biological mechanisms and patient phenotypes that contribute to variability in septic patient outcomes. We developed a comprehensive, whole-body mathematical model of sepsis pathophysiology using the BioGears Engine, a robust open-source virtual human modeling project. We describe the development of a sepsis model and the physiologic response within the BioGears framework. We then define and simulate scenarios that compare sepsis treatment regimens. As such, we demonstrate the utility of this model as a tool to augment sepsis research and as a training platform to educate medical staff. Frontiers Media S.A. 2019-10-18 /pmc/articles/PMC6813930/ /pubmed/31681022 http://dx.doi.org/10.3389/fphys.2019.01321 Text en Copyright © 2019 McDaniel, Keller, White and Baird. http://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 Physiology
McDaniel, Matthew
Keller, Jonathan M.
White, Steven
Baird, Austin
A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title_full A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title_fullStr A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title_full_unstemmed A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title_short A Whole-Body Mathematical Model of Sepsis Progression and Treatment Designed in the BioGears Physiology Engine
title_sort whole-body mathematical model of sepsis progression and treatment designed in the biogears physiology engine
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6813930/
https://www.ncbi.nlm.nih.gov/pubmed/31681022
http://dx.doi.org/10.3389/fphys.2019.01321
work_keys_str_mv AT mcdanielmatthew awholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT kellerjonathanm awholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT whitesteven awholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT bairdaustin awholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT mcdanielmatthew wholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT kellerjonathanm wholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT whitesteven wholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine
AT bairdaustin wholebodymathematicalmodelofsepsisprogressionandtreatmentdesignedinthebiogearsphysiologyengine