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Title: In silico investigation of blast-induced intracranial fluid cavitation as it potentially leads to traumatic brain injury

Abstract

In this paper, we conducted computational macroscale simulations predicting blast-induced intracranial fluid cavitation possibly leading to brain injury. To further understanding of this problem, we developed microscale models investigating the effects of blast-induced cavitation bubble collapse within white matter axonal fiber bundles of the brain. We model fiber tracks of myelinated axons whose diameters are statistically representative of white matter. Nodes of Ranvier are modeled as unmyelinated sections of axon. Extracellular matrix envelops the axon fiber bundle, and gray matter is placed adjacent to the bundle. Cavitation bubbles are initially placed assuming an intracranial wave has already produced them. Pressure pulses, of varied strengths, are applied to the upper boundary of the gray matter and propagate through the model, inducing bubble collapse. Simulations, conducted using the shock wave physics code CTH, predict an increase in pressure and von Mises stress in axons downstream of the bubbles after collapse. This appears to be the result of hydrodynamic jetting produced during bubble collapse. Interestingly, results predict axon cores suffer significantly lower shear stresses from proximal bubble collapse than does their myelin sheathing. Finally, simulations also predict damage to myelin sheathing, which, if true, degrades axonal electrical transmissibility and general health of themore » white matter structures in the brain.« less

Authors:
ORCiD logo [1];  [1]
  1. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Publication Date:
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA); Office of Naval Research (ONR) (United States)
OSTI Identifier:
1421630
Report Number(s):
SAND2018-0037J
Journal ID: ISSN 0938-1287; PII: 765
Grant/Contract Number:  
NA0003525; N0001414IP20020
Resource Type:
Accepted Manuscript
Journal Name:
Shock Waves
Additional Journal Information:
Journal Volume: 27; Journal Issue: 6; Journal ID: ISSN 0938-1287
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; 71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; traumatic brain injury (TBI); microscale model; cavitation; virtual simulation

Citation Formats

Haniff, S., and Taylor, P. A. In silico investigation of blast-induced intracranial fluid cavitation as it potentially leads to traumatic brain injury. United States: N. p., 2017. Web. doi:10.1007/s00193-017-0765-1.
Haniff, S., & Taylor, P. A. In silico investigation of blast-induced intracranial fluid cavitation as it potentially leads to traumatic brain injury. United States. https://doi.org/10.1007/s00193-017-0765-1
Haniff, S., and Taylor, P. A. Tue . "In silico investigation of blast-induced intracranial fluid cavitation as it potentially leads to traumatic brain injury". United States. https://doi.org/10.1007/s00193-017-0765-1. https://www.osti.gov/servlets/purl/1421630.
@article{osti_1421630,
title = {In silico investigation of blast-induced intracranial fluid cavitation as it potentially leads to traumatic brain injury},
author = {Haniff, S. and Taylor, P. A.},
abstractNote = {In this paper, we conducted computational macroscale simulations predicting blast-induced intracranial fluid cavitation possibly leading to brain injury. To further understanding of this problem, we developed microscale models investigating the effects of blast-induced cavitation bubble collapse within white matter axonal fiber bundles of the brain. We model fiber tracks of myelinated axons whose diameters are statistically representative of white matter. Nodes of Ranvier are modeled as unmyelinated sections of axon. Extracellular matrix envelops the axon fiber bundle, and gray matter is placed adjacent to the bundle. Cavitation bubbles are initially placed assuming an intracranial wave has already produced them. Pressure pulses, of varied strengths, are applied to the upper boundary of the gray matter and propagate through the model, inducing bubble collapse. Simulations, conducted using the shock wave physics code CTH, predict an increase in pressure and von Mises stress in axons downstream of the bubbles after collapse. This appears to be the result of hydrodynamic jetting produced during bubble collapse. Interestingly, results predict axon cores suffer significantly lower shear stresses from proximal bubble collapse than does their myelin sheathing. Finally, simulations also predict damage to myelin sheathing, which, if true, degrades axonal electrical transmissibility and general health of the white matter structures in the brain.},
doi = {10.1007/s00193-017-0765-1},
journal = {Shock Waves},
number = 6,
volume = 27,
place = {United States},
year = {Tue Oct 17 00:00:00 EDT 2017},
month = {Tue Oct 17 00:00:00 EDT 2017}
}

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Works referenced in this record:

A method for making group inferences from functional MRI data using independent component analysis
journal, January 2001

  • Calhoun, V. D.; Adali, T.; Pearlson, G. D.
  • Human Brain Mapping, Vol. 14, Issue 3
  • DOI: 10.1002/hbm.1048

CTH: A Software Family for Multi-Dimensional Shock Physics Analysis
book, January 1995


Mechanics of blast loading on the head models in the study of traumatic brain injury using experimental and computational approaches
journal, July 2012

  • Ganpule, S.; Alai, A.; Plougonven, E.
  • Biomechanics and Modeling in Mechanobiology, Vol. 12, Issue 3
  • DOI: 10.1007/s10237-012-0421-8

A micromechanical hyperelastic modeling of brain white matter under large deformation
journal, July 2009

  • Karami, G.; Grundman, N.; Abolfathi, N.
  • Journal of the Mechanical Behavior of Biomedical Materials, Vol. 2, Issue 3
  • DOI: 10.1016/j.jmbbm.2008.08.003

Probing the influence of myelin and glia on the tensile properties of the spinal cord
journal, August 2008

  • Shreiber, David I.; Hao, Hailing; Elias, Ragi AI.
  • Biomechanics and Modeling in Mechanobiology, Vol. 8, Issue 4
  • DOI: 10.1007/s10237-008-0137-y

Shock wave-induced brain injury in rat: Novel traumatic brain injury animal model
book, January 2008


Experimental cavitation studies in a model head-neck system
journal, January 1980


Investigation of Cavitation as a Possible Damage Mechanism in Blast-Induced Traumatic Brain Injury
journal, July 2012

  • Goeller, Jacques; Wardlaw, Andrew; Treichler, Derrick
  • Journal of Neurotrauma, Vol. 29, Issue 10
  • DOI: 10.1089/neu.2011.2224

Axonal damage: a key predictor of outcome in human CNS diseases
journal, March 2003


Blast physics and central nervous system injury
journal, May 2008

  • Moore, David F.; Radovitzky, Raul A.; Shupenko, Leslie
  • Future Neurology, Vol. 3, Issue 3
  • DOI: 10.2217/14796708.3.3.243

Simulation of Blast-Induced Early-Time Intracranial Wave Physics leading to Traumatic Brain Injury
journal, April 2009

  • Taylor, Paul A.; Ford, Corey C.
  • Journal of Biomechanical Engineering, Vol. 131, Issue 6
  • DOI: 10.1115/1.3118765

The influence of heterogeneous meninges on the brain mechanics under primary blast loading
journal, December 2012


A Constitutive Model for High Elongation Elastic Materials
journal, April 1985

  • Swanson, S. R.
  • Journal of Engineering Materials and Technology, Vol. 107, Issue 2
  • DOI: 10.1115/1.3225782

Distribution of axon diameters in cortical white matter: an electron-microscopic study on three human brains and a macaque
journal, August 2014

  • Liewald, Daniel; Miller, Robert; Logothetis, Nikos
  • Biological Cybernetics, Vol. 108, Issue 5
  • DOI: 10.1007/s00422-014-0626-2

Investigation of blast-induced traumatic brain injury
journal, March 2014


Ueber das ausgebreitete Vorkommen einer dem Nervenmark analogen Substanz in den thierischen Geweben
journal, December 1854

  • Virchow, Rud
  • Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin, Vol. 6, Issue 4
  • DOI: 10.1007/BF02116709

Myelin and White Matter
book, January 2005


Material‐modeling and structural‐mechanics aspects of the traumatic brain injury problem
journal, September 2010

  • Grujicic, M.; Arakere, G.; He, T.
  • Multidiscipline Modeling in Materials and Structures, Vol. 6, Issue 3
  • DOI: 10.1108/15736101011080097

Skull Flexure from Blast Waves: A Mechanism for Brain Injury with Implications for Helmet Design
journal, September 2009


Prediction of shock-induced cavitation in water
journal, May 2014


Dynamic mechanical response of bovine gray matter and white matter brain tissues under compression
journal, April 2009


Computational biology — Modeling of primary blast effects on the central nervous system
journal, August 2009


Fluid/Structure Interaction Computational Investigation of Blast-Wave Mitigation Efficacy of the Advanced Combat Helmet
journal, August 2010

  • Grujicic, M.; Bell, W. C.; Pandurangan, B.
  • Journal of Materials Engineering and Performance, Vol. 20, Issue 6
  • DOI: 10.1007/s11665-010-9724-z

Myelination at a glance
journal, July 2014

  • Snaidero, N.; Simons, M.
  • Journal of Cell Science, Vol. 127, Issue 14
  • DOI: 10.1242/jcs.151043

Simple progressive solutions of the wave equation
journal, July 1947

  • Friedlander, F. G.
  • Mathematical Proceedings of the Cambridge Philosophical Society, Vol. 43, Issue 3
  • DOI: 10.1017/S0305004100023598

Virtual Simulation of the Effects of Intracranial Fluid Cavitation in Blast-Induced Traumatic Brain Injury
conference, March 2016

  • Haniff, Shivonne; Taylor, Paul; Brundage, Aaron
  • ASME 2015 International Mechanical Engineering Congress and Exposition, Volume 3: Biomedical and Biotechnology Engineering
  • DOI: 10.1115/IMECE2015-52696

In silico investigation of intracranial blast mitigation with relevance to military traumatic brain injury
journal, November 2010

  • Nyein, M. K.; Jason, A. M.; Yu, L.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 48
  • DOI: 10.1073/pnas.1014786107

Changes in intrinsic functional brain networks following blast-induced mild traumatic brain injury
journal, September 2013


A method for making group inferences from functional MRI data using independent component analysis
journal, May 2002

  • Calhoun, V. D.; Adali, T.; Pearlson, G. D.
  • Human Brain Mapping, Vol. 16, Issue 2
  • DOI: 10.1002/hbm.10044

Myelin and White Matter
book, January 1995

  • van der Knaap, Marjo S.; Valk, Jacob
  • Magnetic Resonance of Myelin, Myelination, and Myelin Disorders
  • DOI: 10.1007/978-3-662-03078-3_1

Skull flexure from blast waves: A mechanism for brain injury with implications for helmet design.
journal, April 2009

  • Moss, William C.; King, Michael J.; Blackman, Eric G.
  • The Journal of the Acoustical Society of America, Vol. 125, Issue 4
  • DOI: 10.1121/1.4784141

Works referencing / citing this record:

Investigation of cavitation-induced damage on PDMS films
journal, January 2019

  • Wrede, Alex H.; Al-Masri, Faisal; Montazami, Reza
  • Analytical Methods, Vol. 11, Issue 39
  • DOI: 10.1039/c9ay01576k