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组织力学与脊髓损伤相关性研究:非人类灵长类动物单侧颈髓挫伤性脊髓损伤的患者特异性有限元模型。

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

机构信息

Mechatronic Systems Engineering, Simon Fraser University, Surrey, British Columbia, Canada.

International Collaboration on Repair Discoveries (ICORD), Vancouver, British Columbia, Canada.

出版信息

J Neurotrauma. 2021 Mar 15;38(6):698-717. doi: 10.1089/neu.2019.6840. Epub 2020 Nov 20.

Abstract

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 < 0.76) than white matter (0.18 < R < 0.58). Maximum/minimum principal strain, Von-Mises and Tresca stresses showed the strongest correlations (0.31 < R < 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 < 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 < 0.69] and white matter [R < 0.06] except for one subject [0.26 < R < 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.

摘要

非人类灵长类动物(NHP)模型是最接近用于临床前试验的人类脊髓损伤(SCI)的模型。然而,NHP 模型包括更广泛的形态变异,这可能会混淆实验结果。我们开发了特定于主体的有限元(FE)模型,以量化冲击力学与 SCI 之间的关系,包括 FE 结果与组织损伤之间的相关性。使用来自六个 NHPs 的损伤前 MRI 生成了颈椎单侧挫伤 SCI 的特定于主体的 FE 模型。使用逻辑分析比较了应变和应变结果与组织病理学。构建了一个并行的通用模型,以比较特定于主体和通用模型的结果。FE 结果与灰质损伤的相关性更强(0.29<R<0.76),而与白质的相关性较弱(0.18<R<0.58)。最大/最小主应变、冯·米塞斯和特雷莎应力与灰质中的组织损伤具有最强的相关性(0.31<R<0.76),而最小主应变、冯·米塞斯应力和特雷莎应力最能预测白质损伤(0.23<R<0.58)。每个主体的组织损伤阈值都不同。通用 FE 模型在四个模型中的两个中捕获了冲击生物力学;然而,FE 结果与组织损伤之间的相关性比特定于主体的模型弱(灰质[0.25<R<0.69]和白质[R<0.06],除了一个主体[0.26<R<0.48])。FE 机械输出与脊髓白质和灰质中的组织损伤相关,并且特定于主体的模型准确地模拟了 NHP 颈椎挫伤冲击的生物力学。

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