Biomechanics of Traumatic Brain Injury: Influences of the Morphologic Heterogeneities of the Cerebral Cortex
Open accessAbstract
Traumatic brain injury (TBI) can be caused by accidents and often leads to permanent health issues or even death. Brain injury criteria are used for assessing the probability of TBI, if a certain mechanical load is applied. The currently used injury criteria in the automotive industry are based on global head kinematics. New methods, based on finite element modeling, use brain injury criteria at lower scale levels, e.g., tissue-based injury criteria. However, most current computational head models lack the anatomical details of the cerebrum. To investigate the influence of the morphologic heterogeneities of the cerebral cortex, a numerical model of a representative part of the cerebral cortex with a detailed geometry has been developed. Several different geometries containing gyri and sulci have been developed for this model. Also, a homogeneous geometry has been made to analyze the relative importance of the heterogeneities. The loading conditions are based on a computational head model simulation. The results of this model indicate that the heterogeneities have an influence on the equivalent stress. The maximum equivalent stress in the heterogeneous models is increased by a factor of about 1.3-1.9 with respect to the homogeneous model, whereas the mean equivalent stress is increased by at most 10%. This implies that tissue-based injury criteria may not be accurately applied to most computational head models used nowadays, which do not account for sulci and gyri.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The patchy, perivascular location of PHF-tau pathology in sulcal depths, prominent in early CTE, is most likely related to the physics of traumatic injury and shear deformation of the brain.
“The patchy, perivascular location of the PHF-tau pathology in sulcal depths, features prominent in early CTE, is most likely related to the physics of traumatic injury and shear deformation of the brain.”
From The neuropathology of sport (2014) · cites this paper as [33]
Stress and resultant axonal injury are greatest at the interface of two tissues with differing viscoelastic properties, and the depths of cortical sulci are areas of stress concentration.
“Stress and resultant axonal injury are greatest at the interface of two tissues with differing viscoelastic properties (such as between blood vessels and brain, or between gray and white matter) and the depths of the cortical sulci are areas of stress concentration [11, 28, 33].”
From The neuropathology of sport (2014) · cites this paper as [33]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Jeurgen, K., Assheuer, J., & Paxinos, G. (1997) · Medical Entomology and Zoology · Cited by 1,403 · see citing works
A systematic review of brain injury epidemiology in Europe
Tagliaferri, F., Compagnone, C., Koršič, M., Servadei, F., & Kraus, J. F. (2005) · Acta Neurochirurgica · doi:10.1007/s00701-005-0651-y · Cited by 1,223 · see citing works
An approach to micro-macro modeling of heterogeneous materials
Kouznetsova, V. G., Brekelmans, W. A. M., & Baaijens, F. F. (2001) · Computational Mechanics · doi:10.1007/s004660000212 · Cited by 923 · see citing works
DIFFUSE DEGENERATION OF THE CEREBRAL WHITE MATTER IN SEVERE DEMENTIA FOLLOWING HEAD INJURY
Strich, S. J. (1956) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.19.3.163 · Cited by 728 · see citing works
The Human Brain An Introduction to Its Functional Anatomy
Nolte, J. (2002) · Cited by 715 · see citing works
Regional, Directional, and Age-Dependent Properties of the Brain Undergoing Large Deformation
Prange, M. T., & Margulies, S. S. (2002) · Journal of Biomechanical Engineering · doi:10.1115/1.1449907 · Cited by 636 · see citing works
Bain, A. C., & Meaney, D. F. (2000) · Journal of Biomechanical Engineering · doi:10.1115/1.1324667 · Cited by 589 · see citing works
A Review of the Severity Index
Versace, J. (1971) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/710881 · Cited by 588 · see citing works
Nonequilibrium thermodynamics and rheology of viscoelastic polymer media
LEONOV, A. I. (1976) · Rheologica Acta · doi:10.1007/bf01517499 · Cited by 567 · see citing works
Acosta, J. A., Yang, J. C., Winchell, R. J., Simons, R. K., Fortlage, D. A., Hollingsworth-Fridlund, P., & Hoyt, D. B. (1998) · Journal of the American College of Surgeons · doi:10.1016/s1072-7515(98)00082-9 · Cited by 542 · see citing works
The use of pigs in neuroscience: Modeling brain disorders
Lind, N. M., Moustgaard, A., Jelsing, J., Vajta, G., Cumming, P. D., & Hansen, A. K. (2007) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.02.003 · Cited by 515 · see citing works
On the Development of the SIMon Finite Element Head Model
Takhounts, E. G., Eppinger, R. H., Campbell, J. Q., et al. (2003) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2003-22-0007 · Cited by 350 · see citing works
Dynamic response of human cranial bone
Wood, J. L. (1971) · Journal of Biomechanics · doi:10.1016/0021-9290(71)90010-8 · Cited by 249 · see citing works
Kleiven, S. (2006) · International Journal of Crashworthiness · doi:10.1533/ijcr.2005.0384 · Cited by 241 · see citing works
Three-Dimensional Human Head Finite-Element Model Validation Against Two Experimental Impacts
Willinger, R., Kang, H.-S., & Diaw, B. M. (1999) · Annals of Biomedical Engineering · doi:10.1114/1.165 · Cited by 222 · see citing works
Morrison, B., Cater, H. L., Benham, C., & Sundstrom, L. (2006) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2005.06.014 · Cited by 213 · see citing works
Morrison, B., Cater, H. L., Wang, C. C. ‐., Thomas, F. C., Hung, C. T., Ateshian, G. A., & Sundström, L. (2003) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2003-22-0006 · Cited by 210 · see citing works
The mechanical behaviour of brain tissue: Large strain response and constitutive modelling
Hrapko, M., van Dommelen, J. A. W., Peters, G. G., & Wismans, J. S. H. M. (2006) · Biorheology · doi:10.1177/0006355x2006043005004 · Cited by 208 · see citing works
A New Model Comparing Impact Responses of the Homogeneous and Inhomogeneous Human Brain
Zhou, C. L., Khalil, T. B., & King, A. I. (1995) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/952714 · Cited by 202 · see citing works
Miller, R. T., Margulies, S., Leoni, M., Nonaka, M., Chen, X.-H., Smith, D. H., & Meaney, D. (1998) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/983154 · Cited by 156 · see citing works
Garo, A., Hrapko, M., van Dommelen, J. A. W., et al. (2007) · Biorheology · doi:10.1177/0006355x2007044001003 · Cited by 140 · see citing works
Floyd, C. L., Gorin, F. A., & Lyeth, B. G. (2005) · Glia · doi:10.1002/glia.20183 · Cited by 121 · see citing works
Mechanisms and Consequences of Neuronal Stretch Injury In Vitro Differ with the Model of Trauma
Geddes‐Klein, D. M., Schiffman, K. B., & Meaney, D. F. (2006) · Journal of Neurotrauma · doi:10.1089/neu.2006.23.193 · Cited by 116 · see citing works
Bain, A. C., Raghupathi, R., & Meaney, D. (2001) · Journal of Neurotrauma · doi:10.1089/089771501300227305 · Cited by 115 · see citing works
Al-Bsharat, A. S., Hardy, W. N., Yang, K. H., et al. (1999) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/99sc22 · Cited by 113 · see citing works
Modelling of non-isothermal viscoelastic flows
Peters, G. G., & Baaijens, F. F. (1997) · Journal of Non-Newtonian Fluid Mechanics · doi:10.1016/s0377-0257(96)01511-x · Cited by 109 · see citing works
Finite element modelling of human head injuries caused by a fall
Raul, J., Baumgärtner, D., Willinger, R., et al. (2005) · International Journal of Legal Medicine · doi:10.1007/s00414-005-0018-1 · Cited by 105 · see citing works
Mao, H., Zhang, L., Yang, K. H., & King, A. I. (2006) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2006-22-0022 · Cited by 103 · see citing works
Dynamic response of the brain with vasculature: A three-dimensional computational study
Ho, J. S., & Kleiven, S. (2007) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2007.02.011 · Cited by 101 · see citing works
Fundamentals of Impact Biomechanics: Part I - Biomechanics of the Head, Neck, and Thorax
King, A. I. (2000) · Annual Review of Biomedical Engineering · doi:10.1146/annurev.bioeng.2.1.55 · Cited by 101 · see citing works
Computational Analysis of Head Impact Response Under Car Crash Loadings
Dimasi, F., Eppinger, R. H., & Bandak, F. A. (1995) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/952718 · Cited by 83 · see citing works
Simulation of acute subdural hematoma and diffuse axonal injury in coronal head impact
Bradshaw, D. R. S., Ivarsson, J., Morfey, C. L., et al. (2001) · Journal of Biomechanics · doi:10.1016/s0021-9290(00)00135-4 · Cited by 82 · see citing works
Modified Bilston Nonlinear Viscoelastic Model for Finite Element Head Injury Studies
Shen, F., Tay, T. E., Li, J. Z., et al. (2006) · Journal of Biomechanical Engineering · doi:10.1115/1.2264393 · Cited by 78 · see citing works
Gutierrez, E., Huang, Y.-L., Haglid, K. G., Bao, F., Hansson, H., Hamberger, A., & Viano, D. C. (2001) · Journal of Neurotrauma · doi:10.1089/08977150151070874 · Cited by 75 · see citing works
Crash Tests and the Head Injury Criterion
Henn, H.-W. (1998) · Teaching Mathematics and its Applications An International Journal of the IMA · doi:10.1093/teamat/17.4.162 · Cited by 66 · see citing works
Mechanisms of impact head injury
Ommaya, A. K., Thibault, L. E., & Bandak, F. A. (1994) · International Journal of Impact Engineering · doi:10.1016/0734-743x(94)80033-6 · Cited by 65 · see citing works
Jin, X., Lee, J. B., Leung, L. Y., et al. (2006) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2006-22-0025 · Cited by 63 · see citing works
Brands, D. W. A., Bovendeerd, P. H. M., & Wismans, J. S. H. M. (2002) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2002-22-0006 · Cited by 53 · see citing works
The State of Head Injury Biomechanics: Past, Present, and Future Part 2: Physical Experimentation
Goldsmith, W., & Monson, K. L. (2005) · Critical Reviews in Biomedical Engineering · doi:10.1615/critrevbiomedeng.v33.i2.20 · Cited by 52 · see citing works
A viscoelastic fluid model for brain injuries
Cotter, C. S., Smolarkiewicz, P. K., & Szczyrba, I. (2002) · International Journal for Numerical Methods in Fluids · doi:10.1002/fld.287 · Cited by 47 · see citing works
Engel, D. C., Slemmer, J. E., Vlug, A. S., et al. (2005) · Neuropharmacology · doi:10.1016/j.neuropharm.2005.05.021 · Cited by 35 · see citing works
Optical characterization of acceleration-induced strain fields in inhomogeneous brain slices
Lauret, C., Hrapko, M., van Dommelen, J. A. W., et al. (2008) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2008.05.004 · Cited by 33 · see citing works
Direct impact simulations of diffuse axonal injury by axial head model
Nishimoto, T. (2000) · JSAE Review · doi:10.1016/s0389-4304(99)00079-x · Cited by 15 · see citing works
Schlegel, E., Millard, N. D., & King, B. G. (1946) · AJN American Journal of Nursing · doi:10.2307/3457021 · Cited by 10 · see citing works
Identifying the mechanical behaviour of brain tissue in both shear and compression
Hrapko, M., Gervaise, H. M. T., van Dommelen, J. A. W., et al. (2007) · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [7]Claessens, M. H. A., A. A. H. J. Sauren, and J. S. H. M. Wismans. Modelling of the human head under impact conditions. In: Stapp Car Crash Conference Proceedings, Vol. 41, Warrendale, PA: Society of Automotive Engineers, Inc., 1997, pp. 315–328.
Cited by
Sorted by citations
Goldstein, L. E., Fisher, A. M., Tagge, C. A., Zhang, X.-L., Velisek, L., Sullivan, J. A., Upreti, C., Kracht, J. M., Ericsson, M., Wojnarowicz, M. W., et al. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3003716 · Cited by 958 · see citing works
The Neuropathology of Chronic Traumatic Encephalopathy
McKee, A. C., Stein, T. D., Kiernan, P. T., & Alvarez, V. E. (2015) · Brain Pathology · doi:10.1111/bpa.12248 · Cited by 585 · see citing works
McKee, A. C., Daneshvar, D. H., Alvarez, V. E., & Stein, T. D. (2014) · Acta Neuropathologica · doi:10.1007/s00401-013-1230-6 · Cited by 422 · see citing works
Sex matters: repetitive mild traumatic brain injury in adolescent rats
Wright, D. K., O'Brien, T. J., Shultz, S. R., & Mychasiuk, R. (2017) · Annals of Clinical and Translational Neurology · doi:10.1002/acn3.441 · Cited by 119 · see citing works
- Authors
- Cloots, R. J. H., Gervaise, H. M. T., van Dommelen, J. A. W., & Geers, M. G. D.
- Affiliations
- Eindhoven University of Technology (NL)
- Corresponding author
- Cloots, R.J.H.
- ORCID
- Geers, M.G.D.
- Venue
- Annals of Biomedical Engineering
- Published
- 2008-05-09
- Volume
- 36
- Issue
- 7
- Pages
- 1203-1215
- ISSN
- 0090-6964 (ISSN-L)
- 1573-9686
- PMC
- PMC2413127
- OpenAlex
- W2133054105
- Cited by
- 151
- References
- 45
- Citations by year
- 2026: 6 · 2025: 11 · 2024: 7 · 2023: 11 · 2022: 6 · 2021: 10 · 2020: 4 · 2019: 9 · 2018: 11 · 2017: 19 · 2016: 10 · 2015: 8 · 2014: 4 · 2013: 8 · 2012: 8
- FWCI
- 5.84
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc
- Locations
- Annals of Biomedical Engineering (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- TU/e Research Portal (publishedVersion)
- TU/e Research Portal (submittedVersion)
- Funders
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
- Stichting voor de Technische Wetenschappen
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Automotive and Human Injury Biomechanics
- Physical Sciences › Engineering › Biomedical Engineering › Elasticity and Material Modeling
- Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
- Keywords
- traumatic brain injury, cerebral cortex, von Mises stress, finite element analysis, head kinematics
- MeSH terms
- Biomechanical Phenomena, Brain Injuries, Cerebral Cortex, Computer Simulation, Elasticity, Humans, Models, Neurological, Physical Stimulation, Stress, Mechanical, Weight-Bearing
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review