Literature DB >> 32240424

Displacement- and Strain-Based Discrimination of Head Injury Models across a Wide Range of Blunt Conditions.

Wei Zhao1, Songbai Ji2,3.   

Abstract

Successful validation of a head injury model is critical to ensure its biofidelity. However, there is an ongoing debate on what experimental data are suitable for model validation. Here, we report that CORrelation and Analysis (CORA) scores based on the commonly adopted relative brain-skull displacements or recent marker-based strains from cadaveric head impacts may not be effective in discriminating model-simulated whole-brain strains across a wide range of blunt conditions. We used three versions of the Worcester Head Injury Model (WHIM; isotropic and anisotropic WHIM V1.0, and anisotropic WHIM V1.5) to simulate 19 experiments, including eight high-rate cadaveric impacts, seven mid-rate cadaveric pure rotations simulating impacts in contact sports, and four in vivo head rotation/extension tests. All WHIMs achieved similar average CORA scores based on cadaveric displacement (~ 0.70; 0.47-0.88) and strain (V1.0: 0.86; 0.73-0.97 vs. V1.5: 0.78; 0.62-0.96), using the recommended settings. However, WHIM V1.5 produced ~ 1.17-2.69 times strain of the two V1.0 variants with substantial differences in strain distribution as well (Pearson correlation of ~ 0.57-0.92) when comparing their whole-brain strains across the range of blunt conditions. Importantly, their strain magnitude differences were similar to that in cadaveric marker-based strain (~ 1.32-3.79 times). This suggests that cadaveric strains are capable of discriminating head injury models for their simulated whole-brain strains (e.g., by using CORA magnitude sub-rating alone or peak strain magnitude ratio), although the aggregated CORA may not. This study may provide fresh insight into head injury model validation and the harmonization of simulation results from diverse head injury models. It may also facilitate future experimental designs to improve model validation.

Entities:  

Keywords:  Anisotropy; Concussion; Head impact; Model validation; Traumatic brain injury; Worcester Head Injury Model

Mesh:

Year:  2020        PMID: 32240424      PMCID: PMC7286792          DOI: 10.1007/s10439-020-02496-y

Source DB:  PubMed          Journal:  Ann Biomed Eng        ISSN: 0090-6964            Impact factor:   3.934


  52 in total

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2.  Subconcussive Head Impact Exposure and White Matter Tract Changes over a Single Season of Youth Football.

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3.  Modeling the mechanics of axonal fiber tracts using the embedded finite element method.

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4.  Development of a finite element human head model partially validated with thirty five experimental cases.

Authors:  Haojie Mao; Liying Zhang; Binhui Jiang; Vinay V Genthikatti; Xin Jin; Feng Zhu; Rahul Makwana; Amandeep Gill; Gurdeep Jandir; Amrinder Singh; King H Yang
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5.  Development and validation of an atlas-based finite element brain model.

Authors:  Logan E Miller; Jillian E Urban; Joel D Stitzel
Journal:  Biomech Model Mechanobiol       Date:  2016-01-13

6.  Mesh Convergence Behavior and the Effect of Element Integration of a Human Head Injury Model.

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Journal:  Ann Biomed Eng       Date:  2018-10-30       Impact factor: 3.934

7.  Investigation of anteroposterior head-neck responses during severe frontal impacts using a brain-spinal cord complex FE model.

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8.  Systems Biology, Neuroimaging, Neuropsychology, Neuroconnectivity and Traumatic Brain Injury.

Authors:  Erin D Bigler
Journal:  Front Syst Neurosci       Date:  2016-08-09

9.  Concussion classification via deep learning using whole-brain white matter fiber strains.

Authors:  Yunliang Cai; Shaoju Wu; Wei Zhao; Zhigang Li; Zheyang Wu; Songbai Ji
Journal:  PLoS One       Date:  2018-05-24       Impact factor: 3.240

10.  Investigation of traumatic brain injuries using the next generation of simulated injury monitor (SIMon) finite element head model.

Authors:  Erik G Takhounts; Stephen A Ridella; Vikas Hasija; Rabih E Tannous; J Quinn Campbell; Dan Malone; Kerry Danelson; Joel Stitzel; Steve Rowson; Stefan Duma
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  13 in total

1.  Multiscale Mechanobiology of Brain Injury: Axonal Strain Redistribution.

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2.  Cerebral vascular strains in dynamic head impact using an upgraded model with brain material property heterogeneity.

Authors:  Wei Zhao; Songbai Ji
Journal:  J Mech Behav Biomed Mater       Date:  2021-11-18

3.  Displacement voxelization to resolve mesh-image mismatch: Application in deriving dense white matter fiber strains.

Authors:  Songbai Ji; Wei Zhao
Journal:  Comput Methods Programs Biomed       Date:  2021-11-13       Impact factor: 5.428

4.  Real-time dynamic simulation for highly accurate spatiotemporal brain deformation from impact.

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5.  Natural oscillatory modes of 3D deformation of the human brain in vivo.

Authors:  J D Escarcega; A K Knutsen; R J Okamoto; D L Pham; P V Bayly
Journal:  J Biomech       Date:  2021-02-10       Impact factor: 2.712

Review 6.  Development and Application of Digital Human Models in the Field of Vehicle Collisions: A Review.

Authors:  Qian Wang; Yunfeng Lou; Tong Li; Xianlong Jin
Journal:  Ann Biomed Eng       Date:  2021-05-13       Impact factor: 3.934

7.  Instantaneous Whole-Brain Strain Estimation in Dynamic Head Impact.

Authors:  Kianoosh Ghazi; Shaoju Wu; Wei Zhao; Songbai Ji
Journal:  J Neurotrauma       Date:  2020-12-14       Impact factor: 5.269

8.  Displacement Error Propagation From Embedded Markers to Brain Strain.

Authors:  Wei Zhao; Zheyang Wu; Songbai Ji
Journal:  J Biomech Eng       Date:  2021-10-01       Impact factor: 1.899

9.  Ranking and Rating Bicycle Helmet Safety Performance in Oblique Impacts Using Eight Different Brain Injury Models.

Authors:  Madelen Fahlstedt; Fady Abayazid; Matthew B Panzer; Antonia Trotta; Wei Zhao; Mazdak Ghajari; Michael D Gilchrist; Songbai Ji; Svein Kleiven; Xiaogai Li; Aisling Ní Annaidh; Peter Halldin
Journal:  Ann Biomed Eng       Date:  2021-01-21       Impact factor: 3.934

10.  Group characterization of impact-induced, in vivo human brain kinematics.

Authors:  Arnold D Gomez; Philip V Bayly; John A Butman; Dzung L Pham; Jerry L Prince; Andrew K Knutsen
Journal:  J R Soc Interface       Date:  2021-06-23       Impact factor: 4.293

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