Wilson Christopher G, Bonassar Lawrence J, Kohles Sean S
Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA 01609, USA.
Arch Biochem Biophys. 2002 Dec 15;408(2):246-54. doi: 10.1016/s0003-9861(02)00562-3.
Mathematical models to describe extracellular matrix (ECM) deposition and scaffold degradation in cell-polymer constructs for the design of engineered cartilage were developed and validated. The ECM deposition model characterized a product-inhibition mechanism in the concentration of cartilage molecules, collagen and glycosaminoglycans (GAG). The scaffold degradation model used first-order kinetics to describe hydrolysis (not limited by diffusion) of biodegradable polyesters, polyglycolic acid and polylactic acid. Each model was fit to published accumulation and degradation data. As experimental validation, cell-polymer constructs (n=24) and unseeded scaffolds (n=24) were cultured in vitro. Biochemical assays for ECM content and measurements of scaffold mass were performed at 1, 2, 4, 6, 8, or 10 weeks (n=8 per time point). The models demonstrated a strong fit with published data and experimental results (R(2)=0.75 to 0.99) and predicted the temporal total construct mass with reasonable accuracy (30% RMS error). This approach can elucidate mechanisms governing accumulation/degradation and may be coupled with structure-function relationships to describe time-dependent changes in construct elastic properties.
开发并验证了用于设计工程软骨的细胞 - 聚合物构建体中细胞外基质(ECM)沉积和支架降解的数学模型。ECM沉积模型描述了软骨分子、胶原蛋白和糖胺聚糖(GAG)浓度中的产物抑制机制。支架降解模型使用一级动力学来描述可生物降解聚酯聚乙醇酸和聚乳酸的水解(不受扩散限制)。每个模型都与已发表的积累和降解数据拟合。作为实验验证,将细胞 - 聚合物构建体(n = 24)和无细胞支架(n = 24)进行体外培养。在1、2、4、6、8或10周时(每个时间点n = 8)进行ECM含量的生化测定和支架质量测量。这些模型与已发表的数据和实验结果显示出很强的拟合度(R² = 0.75至0.99),并以合理的精度预测了构建体的时间总质量(均方根误差为30%)。这种方法可以阐明控制积累/降解的机制,并且可以与结构 - 功能关系相结合来描述构建体弹性特性随时间的变化。