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The importance of modeling the human cerebral vasculature in blunt trauma

BACKGROUND: Multiple studies describing human head finite element (FE) models have established the importance of including the major cerebral vasculature to improve the accuracy of the model predictions. However, a more detailed network of cerebral vasculature, including the major veins and arteries...

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Autores principales: Subramaniam, Dhananjay Radhakrishnan, Unnikrishnan, Ginu, Sundaramurthy, Aravind, Rubio, Jose E., Kote, Vivek Bhaskar, Reifman, Jaques
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809851/
https://www.ncbi.nlm.nih.gov/pubmed/33446217
http://dx.doi.org/10.1186/s12938-021-00847-x
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author Subramaniam, Dhananjay Radhakrishnan
Unnikrishnan, Ginu
Sundaramurthy, Aravind
Rubio, Jose E.
Kote, Vivek Bhaskar
Reifman, Jaques
author_facet Subramaniam, Dhananjay Radhakrishnan
Unnikrishnan, Ginu
Sundaramurthy, Aravind
Rubio, Jose E.
Kote, Vivek Bhaskar
Reifman, Jaques
author_sort Subramaniam, Dhananjay Radhakrishnan
collection PubMed
description BACKGROUND: Multiple studies describing human head finite element (FE) models have established the importance of including the major cerebral vasculature to improve the accuracy of the model predictions. However, a more detailed network of cerebral vasculature, including the major veins and arteries as well as their branch vessels, can further enhance the model-predicted biomechanical responses and help identify correlates to observed blunt-induced brain injury. METHODS: We used an anatomically accurate three-dimensional geometry of a 50th percentile U.S. male head that included the skin, eyes, sinuses, spine, skull, brain, meninges, and a detailed network of cerebral vasculature to develop a high-fidelity model. We performed blunt trauma simulations and determined the intracranial pressure (ICP), the relative displacement (RD), the von Mises stress, and the maximum principal strain. We validated our detailed-vasculature model by comparing the model-predicted ICP and RD values with experimental measurements. To quantify the influence of including a more comprehensive network of brain vessels, we compared the biomechanical responses of our detailed-vasculature model with those of a reduced-vasculature model and a no-vasculature model. RESULTS: For an inclined frontal impact, the predicted ICP matched well with the experimental results in the fossa, frontal, parietal, and occipital lobes, with peak-pressure differences ranging from 2.4% to 9.4%. For a normal frontal impact, the predicted ICP matched the experimental results in the frontal lobe and lateral ventricle, with peak-pressure discrepancies equivalent to 1.9% and 22.3%, respectively. For an offset parietal impact, the model-predicted RD matched well with the experimental measurements, with peak RD differences of 27% and 24% in the right and left cerebral hemispheres, respectively. Incorporating the detailed cerebral vasculature did not influence the ICP but redistributed the brain-tissue stresses and strains by as much as 30%. In addition, our detailed-vasculature model predicted strain reductions by as much as 28% when compared to current reduced-vasculature FE models that only include the major cerebral vessels. CONCLUSIONS: Our study highlights the importance of including a detailed representation of the cerebral vasculature in FE models to more accurately estimate the biomechanical responses of the human brain to blunt impact.
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spelling pubmed-78098512021-01-18 The importance of modeling the human cerebral vasculature in blunt trauma Subramaniam, Dhananjay Radhakrishnan Unnikrishnan, Ginu Sundaramurthy, Aravind Rubio, Jose E. Kote, Vivek Bhaskar Reifman, Jaques Biomed Eng Online Research BACKGROUND: Multiple studies describing human head finite element (FE) models have established the importance of including the major cerebral vasculature to improve the accuracy of the model predictions. However, a more detailed network of cerebral vasculature, including the major veins and arteries as well as their branch vessels, can further enhance the model-predicted biomechanical responses and help identify correlates to observed blunt-induced brain injury. METHODS: We used an anatomically accurate three-dimensional geometry of a 50th percentile U.S. male head that included the skin, eyes, sinuses, spine, skull, brain, meninges, and a detailed network of cerebral vasculature to develop a high-fidelity model. We performed blunt trauma simulations and determined the intracranial pressure (ICP), the relative displacement (RD), the von Mises stress, and the maximum principal strain. We validated our detailed-vasculature model by comparing the model-predicted ICP and RD values with experimental measurements. To quantify the influence of including a more comprehensive network of brain vessels, we compared the biomechanical responses of our detailed-vasculature model with those of a reduced-vasculature model and a no-vasculature model. RESULTS: For an inclined frontal impact, the predicted ICP matched well with the experimental results in the fossa, frontal, parietal, and occipital lobes, with peak-pressure differences ranging from 2.4% to 9.4%. For a normal frontal impact, the predicted ICP matched the experimental results in the frontal lobe and lateral ventricle, with peak-pressure discrepancies equivalent to 1.9% and 22.3%, respectively. For an offset parietal impact, the model-predicted RD matched well with the experimental measurements, with peak RD differences of 27% and 24% in the right and left cerebral hemispheres, respectively. Incorporating the detailed cerebral vasculature did not influence the ICP but redistributed the brain-tissue stresses and strains by as much as 30%. In addition, our detailed-vasculature model predicted strain reductions by as much as 28% when compared to current reduced-vasculature FE models that only include the major cerebral vessels. CONCLUSIONS: Our study highlights the importance of including a detailed representation of the cerebral vasculature in FE models to more accurately estimate the biomechanical responses of the human brain to blunt impact. BioMed Central 2021-01-14 /pmc/articles/PMC7809851/ /pubmed/33446217 http://dx.doi.org/10.1186/s12938-021-00847-x Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Subramaniam, Dhananjay Radhakrishnan
Unnikrishnan, Ginu
Sundaramurthy, Aravind
Rubio, Jose E.
Kote, Vivek Bhaskar
Reifman, Jaques
The importance of modeling the human cerebral vasculature in blunt trauma
title The importance of modeling the human cerebral vasculature in blunt trauma
title_full The importance of modeling the human cerebral vasculature in blunt trauma
title_fullStr The importance of modeling the human cerebral vasculature in blunt trauma
title_full_unstemmed The importance of modeling the human cerebral vasculature in blunt trauma
title_short The importance of modeling the human cerebral vasculature in blunt trauma
title_sort importance of modeling the human cerebral vasculature in blunt trauma
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809851/
https://www.ncbi.nlm.nih.gov/pubmed/33446217
http://dx.doi.org/10.1186/s12938-021-00847-x
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