Burke Darren Paul, Khayyeri Hanifeh, Kelly Daniel John
Trinity Centre for Bioengineering, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
Biomech Model Mechanobiol. 2015 Jan;14(1):93-105. doi: 10.1007/s10237-014-0591-7. Epub 2014 May 16.
Mechanical stimuli such as tissue deformation and fluid flow are often implicated as regulators of mesenchymal stem cell (MSC) differentiation during regenerative events in vivo. However, in vitro studies have identified several other physical and biochemical environmental cues, such as substrate stiffness and oxygen availability, as key regulators of stem cell fate. Hypotheses for how MSC differentiation is regulated in vivo can be either corroborated or rejected based on the ability of in silico models to accurately predict spatial and temporal patterns of tissue differentiation observed experimentally. The goal of this study was to employ a previously developed computational framework to test the hypothesis that substrate stiffness and oxygen availability regulate stem cell differentiation during tissue regeneration within an implanted bone chamber. To enable a prediction of the oxygen levels within the bone chamber, a lattice model of angiogenesis was implemented where blood vessel progression was dependent on the local mechanical environment. The model successfully predicted key aspects of MSC differentiation, including the correct spatial development of bone, marrow and fibrous tissue within the unloaded bone chamber. The model also successfully predicted chondrogenesis within the chamber upon the application of mechanical loading. This study provides further support for the hypothesis that substrate stiffness and oxygen availability regulate stem cell differentiation in vivo. These simulations also highlight the indirect role that mechanics may play in regulating MSC fate by inhibiting blood vessel progression and hence disrupting oxygen availability within regenerating tissues.
在体内再生过程中,诸如组织变形和流体流动等机械刺激常常被认为是间充质干细胞(MSC)分化的调节因素。然而,体外研究已经确定了其他一些物理和生化环境线索,如底物硬度和氧气供应,是干细胞命运的关键调节因素。基于计算机模型准确预测实验观察到的组织分化的空间和时间模式的能力,关于体内MSC分化如何被调节的假设可以得到证实或否定。本研究的目的是采用先前开发的计算框架来检验以下假设:底物硬度和氧气供应在植入骨腔的组织再生过程中调节干细胞分化。为了能够预测骨腔内的氧气水平,实施了一个血管生成的格子模型,其中血管的进展取决于局部机械环境。该模型成功地预测了MSC分化的关键方面,包括在未加载骨腔内骨、骨髓和纤维组织的正确空间发育。该模型还成功地预测了施加机械负荷后腔内的软骨形成。本研究为底物硬度和氧气供应在体内调节干细胞分化的假设提供了进一步的支持。这些模拟还突出了力学可能通过抑制血管进展从而破坏再生组织内的氧气供应而在调节MSC命运中发挥的间接作用。