Literature DB >> 33446011

Evaluation of Tissue-Level Brain Injury Metrics Using Species-Specific Simulations.

Taotao Wu1, Marzieh Hajiaghamemar2, J Sebastian Giudice1, Ahmed Alshareef1, Susan S Margulies3, Matthew B Panzer1.   

Abstract

Traumatic brain injury (TBI) is a significant public health burden, and the development of advanced countermeasures to mitigate and prevent these injuries during automotive, sports, and military impact events requires an understanding of the intracranial mechanisms related to TBI. In this study, the efficacy of tissue-level injury metrics for predicting TBI was evaluated using finite element reconstructions from a comprehensive, multi-species TBI database. The database consisted of human volunteer tests, laboratory-reconstructed head impacts from sports, in vivo non-human primate (NHP) tests, and in vivo pig tests. Eight tissue-level metrics related to brain tissue strain, axonal strain, and strain-rate were evaluated using survival analysis for predicting mild and severe TBI risk. The correlation between TBI risk and most of the assessed metrics were statistically significant, but when injury data was analyzed by species, the best metric was often inconclusive and limited by the small datasets. When the human and animal datasets were combined, the injury analysis was able to delineate maximum axonal strain as the best predictor of injury for all species and TBI severities, with maximum principal strain as a suitable alternative metric. The current study is the first to provide evidence to support the assumption that brain strain response between human, pig, and NHP result in similar injury outcomes through a multi-species analysis. This assumption is the biomechanical foundation for translating animal brain injury findings to humans. The findings in the study provide fundamental guidelines for developing injury criteria that would contribute towards the innovation of more effective safety countermeasures.

Entities:  

Keywords:  axonal strain; concussion; diffuse axonal injury; finite element model; strain-rate

Mesh:

Year:  2021        PMID: 33446011      PMCID: PMC8219195          DOI: 10.1089/neu.2020.7445

Source DB:  PubMed          Journal:  J Neurotrauma        ISSN: 0897-7151            Impact factor:   4.869


  49 in total

1.  Rotational head kinematics in football impacts: an injury risk function for concussion.

Authors:  Steven Rowson; Stefan M Duma; Jonathan G Beckwith; Jeffrey J Chu; Richard M Greenwald; Joseph J Crisco; P Gunnar Brolinson; Ann-Christine Duhaime; Thomas W McAllister; Arthur C Maerlender
Journal:  Ann Biomed Eng       Date:  2011-10-20       Impact factor: 3.934

2.  Brain tissue strains vary with head impact location: A possible explanation for increased concussion risk in struck versus striking football players.

Authors:  Benjamin S Elkin; Lee F Gabler; Matthew B Panzer; Gunter P Siegmund
Journal:  Clin Biomech (Bristol, Avon)       Date:  2018-03-29       Impact factor: 2.063

3.  Development of a Metric for Predicting Brain Strain Responses Using Head Kinematics.

Authors:  Lee F Gabler; Jeff R Crandall; Matthew B Panzer
Journal:  Ann Biomed Eng       Date:  2018-03-28       Impact factor: 3.934

4.  State-of-the-Art Modeling and Simulation of the Brain's Response to Mechanical Loads.

Authors:  Mark F Horstemeyer; Matthew B Panzer; Raj K Prabhu
Journal:  Ann Biomed Eng       Date:  2019-09       Impact factor: 3.934

5.  Evaluation of Head and Brain Injury Risk Functions Using Sub-Injurious Human Volunteer Data.

Authors:  Erin J Sanchez; Lee F Gabler; James S McGhee; Ardyn V Olszko; V Carol Chancey; Jeff R Crandall; Matthew B Panzer
Journal:  J Neurotrauma       Date:  2017-06-09       Impact factor: 5.269

6.  Head Rotational Kinematics, Tissue Deformations, and Their Relationships to the Acute Traumatic Axonal Injury.

Authors:  Marzieh Hajiaghamemar; Morteza Seidi; Susan S Margulies
Journal:  J Biomech Eng       Date:  2020-03-01       Impact factor: 2.097

7.  Predictors for traumatic brain injuries evaluated through accident reconstructions.

Authors:  Svein Kleiven
Journal:  Stapp Car Crash J       Date:  2007-10

8.  Region-specific tolerance criteria for the living brain.

Authors:  Benjamin S Elkin; Barclay Morrison
Journal:  Stapp Car Crash J       Date:  2007-10

9.  Development of brain injury criteria (BrIC).

Authors:  Erik G Takhounts; Matthew J Craig; Kevin Moorhouse; Joe McFadden; Vikas Hasija
Journal:  Stapp Car Crash J       Date:  2013-11

10.  Convolutional neural network for efficient estimation of regional brain strains.

Authors:  Shaoju Wu; Wei Zhao; Kianoosh Ghazi; Songbai Ji
Journal:  Sci Rep       Date:  2019-11-22       Impact factor: 4.379

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  6 in total

1.  Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis.

Authors:  Xianghao Zhan; Yuzhe Liu; Nicholas J Cecchi; Olivier Gevaert; Michael M Zeineh; Gerald A Grant; David B Camarillo
Journal:  IEEE Trans Biomed Eng       Date:  2022-09-19       Impact factor: 4.756

2.  A 3-D Finite-Element Minipig Model to Assess Brain Biomechanical Responses to Blast Exposure.

Authors:  Aravind Sundaramurthy; Vivek Bhaskar Kote; Noah Pearson; Gregory M Boiczyk; Elizabeth M McNeil; Allison J Nelson; Dhananjay Radhakrishnan Subramaniam; Jose E Rubio; Kenneth Monson; Warren N Hardy; Pamela J VandeVord; Ginu Unnikrishnan; Jaques Reifman
Journal:  Front Bioeng Biotechnol       Date:  2021-12-17

3.  The Presence of the Temporal Horn Exacerbates the Vulnerability of Hippocampus During Head Impacts.

Authors:  Zhou Zhou; Xiaogai Li; August G Domel; Emily L Dennis; Marios Georgiadis; Yuzhe Liu; Samuel J Raymond; Gerald Grant; Svein Kleiven; David Camarillo; Michael Zeineh
Journal:  Front Bioeng Biotechnol       Date:  2022-03-22

4.  Non-Linear Device Head Coupling and Temporal Delays in Large Animal Acceleration Models of Traumatic Brain Injury.

Authors:  Andrew R Mayer; Josef M Ling; Declan A Patton; David D Stephenson; Andrew B Dodd; Rebecca J Dodd; Julie G Rannou-Latella; Douglas H Smith; Victoria E Johnson; D Kacy Cullen; Timothy B Meier; Rachel E Kinsler
Journal:  Ann Biomed Eng       Date:  2022-04-02       Impact factor: 4.219

5.  A biomechanical-based approach to scale blast-induced molecular changes in the brain.

Authors:  Jose E Rubio; Dhananjay Radhakrishnan Subramaniam; Ginu Unnikrishnan; Venkata Siva Sai Sujith Sajja; Stephen Van Albert; Franco Rossetti; Andrew Frock; Giang Nguyen; Aravind Sundaramurthy; Joseph B Long; Jaques Reifman
Journal:  Sci Rep       Date:  2022-08-26       Impact factor: 4.996

6.  Brain architecture-based vulnerability to traumatic injury.

Authors:  Jared A Rifkin; Taotao Wu; Adam C Rayfield; Erin D Anderson; Matthew B Panzer; David F Meaney
Journal:  Front Bioeng Biotechnol       Date:  2022-08-24
  6 in total

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