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The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming

Despite increasing public awareness and a growing body of literature on the subject of concussion, or mild traumatic brain injury, an urgent need still exists for reliable diagnostic measures, clinical care guidelines, and effective treatments for the condition. Complexity and heterogeneity complica...

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Autores principales: Kenzie, Erin S., Parks, Elle L., Bigler, Erin D., Wright, David W., Lim, Miranda M., Chesnutt, James C., Hawryluk, Gregory W. J., Gordon, Wayne, Wakeland, Wayne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893805/
https://www.ncbi.nlm.nih.gov/pubmed/29670568
http://dx.doi.org/10.3389/fneur.2018.00203
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author Kenzie, Erin S.
Parks, Elle L.
Bigler, Erin D.
Wright, David W.
Lim, Miranda M.
Chesnutt, James C.
Hawryluk, Gregory W. J.
Gordon, Wayne
Wakeland, Wayne
author_facet Kenzie, Erin S.
Parks, Elle L.
Bigler, Erin D.
Wright, David W.
Lim, Miranda M.
Chesnutt, James C.
Hawryluk, Gregory W. J.
Gordon, Wayne
Wakeland, Wayne
author_sort Kenzie, Erin S.
collection PubMed
description Despite increasing public awareness and a growing body of literature on the subject of concussion, or mild traumatic brain injury, an urgent need still exists for reliable diagnostic measures, clinical care guidelines, and effective treatments for the condition. Complexity and heterogeneity complicate research efforts and indicate the need for innovative approaches to synthesize current knowledge in order to improve clinical outcomes. Methods from the interdisciplinary field of systems science, including models of complex systems, have been increasingly applied to biomedical applications and show promise for generating insight for traumatic brain injury. The current study uses causal-loop diagramming to visualize relationships between factors influencing the pathophysiology and recovery trajectories of concussive injury, including persistence of symptoms and deficits. The primary output is a series of preliminary systems maps detailing feedback loops, intrinsic dynamics, exogenous drivers, and hubs across several scales, from micro-level cellular processes to social influences. Key system features, such as the role of specific restorative feedback processes and cross-scale connections, are examined and discussed in the context of recovery trajectories. This systems approach integrates research findings across disciplines and allows components to be considered in relation to larger system influences, which enables the identification of research gaps, supports classification efforts, and provides a framework for interdisciplinary collaboration and communication—all strides that would benefit diagnosis, prognosis, and treatment in the clinic.
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spelling pubmed-58938052018-04-18 The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming Kenzie, Erin S. Parks, Elle L. Bigler, Erin D. Wright, David W. Lim, Miranda M. Chesnutt, James C. Hawryluk, Gregory W. J. Gordon, Wayne Wakeland, Wayne Front Neurol Neuroscience Despite increasing public awareness and a growing body of literature on the subject of concussion, or mild traumatic brain injury, an urgent need still exists for reliable diagnostic measures, clinical care guidelines, and effective treatments for the condition. Complexity and heterogeneity complicate research efforts and indicate the need for innovative approaches to synthesize current knowledge in order to improve clinical outcomes. Methods from the interdisciplinary field of systems science, including models of complex systems, have been increasingly applied to biomedical applications and show promise for generating insight for traumatic brain injury. The current study uses causal-loop diagramming to visualize relationships between factors influencing the pathophysiology and recovery trajectories of concussive injury, including persistence of symptoms and deficits. The primary output is a series of preliminary systems maps detailing feedback loops, intrinsic dynamics, exogenous drivers, and hubs across several scales, from micro-level cellular processes to social influences. Key system features, such as the role of specific restorative feedback processes and cross-scale connections, are examined and discussed in the context of recovery trajectories. This systems approach integrates research findings across disciplines and allows components to be considered in relation to larger system influences, which enables the identification of research gaps, supports classification efforts, and provides a framework for interdisciplinary collaboration and communication—all strides that would benefit diagnosis, prognosis, and treatment in the clinic. Frontiers Media S.A. 2018-04-04 /pmc/articles/PMC5893805/ /pubmed/29670568 http://dx.doi.org/10.3389/fneur.2018.00203 Text en Copyright © 2018 Kenzie, Parks, Bigler, Wright, Lim, Chesnutt, Hawryluk, Gordon and Wakeland. 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 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 Neuroscience
Kenzie, Erin S.
Parks, Elle L.
Bigler, Erin D.
Wright, David W.
Lim, Miranda M.
Chesnutt, James C.
Hawryluk, Gregory W. J.
Gordon, Wayne
Wakeland, Wayne
The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title_full The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title_fullStr The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title_full_unstemmed The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title_short The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming
title_sort dynamics of concussion: mapping pathophysiology, persistence, and recovery with causal-loop diagramming
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893805/
https://www.ncbi.nlm.nih.gov/pubmed/29670568
http://dx.doi.org/10.3389/fneur.2018.00203
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