Correlating Tissue Mechanics and Spinal Cord Injury: Patient-Specific Finite Element Models of Unilateral Cervical Contusion Spinal Cord Injury in Non-Human Primates

被引:14
|
作者
Jannesar, Shervin [1 ,2 ]
Salegio, Ernesto A. [3 ]
Beattie, Michael S. [3 ]
Bresnahan, Jacqueline C. [3 ]
Sparrey, Carolyn J. [1 ,2 ]
机构
[1] Simon Fraser Univ, Mechatron Syst Engn, Surrey, BC, Canada
[2] Int Collaborat Repair Discoveries ICORD, Vancouver, BC, Canada
[3] Univ Calif San Francisco, Brain & Spinal Injury Ctr, San Francisco, CA 94143 USA
基金
加拿大自然科学与工程研究理事会;
关键词
finite element model; non-human primate; patient-specific injury modeling; spinal cord injury; unilateral contusion injury; VASCULAR INSUFFICIENCY; MEMBRANE-PERMEABILITY; LEVEL STRESSES; BRAIN-TISSUE; WHITE; COMPRESSION; DAMAGE; BIOMECHANICS; DISLOCATION; DEFORMATION;
D O I
10.1089/neu.2019.6840
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Non-human primate (NHP) models are the closest approximation of human spinal cord injury (SCI) available for pre-clinical trials. The NHP models, however, include broader morphological variability that can confound experimental outcomes. We developed subject-specific finite element (FE) models to quantify the relationship between impact mechanics and SCI, including the correlations between FE outcomes and tissue damage. Subject-specific models of cervical unilateral contusion SCI were generated from pre-injury MRIs of six NHPs. Stress and strain outcomes were compared with lesion histology using logit analysis. A parallel generic model was constructed to compare the outcomes of subject-specific and generic models. The FE outcomes were correlated more strongly with gray matter damage (0.29 < R-2 < 0.76) than white matter (0.18 < R-2 < 0.58). Maximum/minimum principal strain, Von-Mises and Tresca stresses showed the strongest correlations (0.31 < R-2 < 0.76) with tissue damage in the gray matter while minimum principal strain, Von-Mises stress, and Tresca stress best predicted white matter damage (0.23 < R-2 < 0.58). Tissue damage thresholds varied for each subject. The generic FE model captured the impact biomechanics in two of the four models; however, the correlations between FE outcomes and tissue damage were weaker than the subject-specific models (gray matter [0.25 < R-2 < 0.69] and white matter [R-2 < 0.06] except for one subject [0.26 < R-2 < 0.48]). The FE mechanical outputs correlated with tissue damage in spinal cord white and gray matters, and the subject-specific models accurately mimicked the biomechanics of NHP cervical contusion impacts.
引用
收藏
页码:698 / 717
页数:20
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