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采用 Box-Behnken 设计研究实验条件对骨骼肌粘弹性的影响。

Influence of experimental conditions on visco-hyperelastic properties of skeletal muscle tissue using a Box-Behnken design.

机构信息

Bioengineering, Tissues and Neuroplasticity, EA 7377, Université Paris-Est Créteil, Faculté de Médecine, 8 rue du Général Sarrail, 94010 Créteil, France.

Bioengineering, Tissues and Neuroplasticity, EA 7377, Université Paris-Est Créteil, Faculté de Médecine, 8 rue du Général Sarrail, 94010 Créteil, France.

出版信息

J Biomech. 2019 Mar 6;85:204-209. doi: 10.1016/j.jbiomech.2019.01.020. Epub 2019 Jan 19.

Abstract

The Mechanical characterization of skeletal muscles is strongly dependent on numerous experimental design factors. Nevertheless, significant knowledge gaps remain on the characterization of muscle mechanics and a large number of experiments should be implemented to test the influence of a large number of factors. In this study, we propose a design of experiment method (DOE) to study the parameter sensitivity while minimizing the number of tests. A Box-Behnken design was then implemented to study the influence of strain rate, preconditioning and preloading conditions on visco-hyperelastic mechanical parameters of two rat forearm muscles. The results show that the strain rate affects the visco-hyperelastic parameters for both muscles. These results are consistent with previous work demonstrating that stiffness and viscoelastic contributions increase with strain rate. Thus, DOE has been shown to be a valid method to determine the effect of the experimental conditions on the mechanical behaviour of biological tissues such as skeletal muscle. This method considerably reduces the number of experiments. Indeed, the presented study using 3 parameters at 3 levels would have required at least 54 tests per muscle against 14 for the proposed DOE method.

摘要

骨骼肌的力学特性强烈依赖于许多实验设计因素。尽管如此,在肌肉力学特性的描述方面仍存在着显著的知识空白,需要进行大量的实验来检验大量因素的影响。在本研究中,我们提出了一种实验设计方法(DOE)来研究参数灵敏度,同时将测试次数最小化。然后,采用 Box-Behnken 设计来研究应变率、预处理和预加载条件对两种大鼠前肢肌肉的黏弹超弹性力学参数的影响。结果表明,应变率对两种肌肉的黏弹超弹性参数都有影响。这些结果与先前的工作一致,表明刚度和黏弹贡献随应变率增加而增加。因此,DOE 已被证明是一种有效的方法,可以确定实验条件对生物组织(如骨骼肌)力学行为的影响。这种方法大大减少了实验的数量。实际上,本研究使用 3 个参数和 3 个水平,每个肌肉需要至少 54 次测试,而采用所提出的 DOE 方法则只需 14 次。

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