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Knee joint injury and repair modeled by membrane systems

机译:膜系统模拟膝关节损伤和修复

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摘要

Tissue reparative processes following tissue injury are modeled by a basic membrane system, dealing only with objects, non-active membranes, and non-deterministic evolution rules. At the biological level, tissue repair is regulated by multiple interactions between cells and macromolecules, the latter acting as signals. Such signals modify cell behavior including proliferation, migration, differentiation, and phagocytosis. The signaling components themselves are produced and removed by the resident cell population, and this set of events may provide additional stimuli for altering cell activities. In this paper we have focused on modeling the biology of events following an injury to the knee joint, and have used hyaluronan (a polymer produced by cartilage and synovial cells) as an example for a signaling component in the healing process. The intrinsic non-determinism of the model is a key feature, which allows a mathematical description of the repair responses as well as a possibility for either functional restoration or chronic degeneration, leading to arthritis.
机译:组织损伤后的组织修复过程由基本的膜系统建模,该膜系统仅处理对象,非活性膜和不确定的进化规则。在生物学水平上,组织修复是由细胞与大分子之间的多种相互作用调节的,大分子充当信号。此类信号会改变细胞行为,包括增殖,迁移,分化和吞噬作用。信号传导成分本身是由驻留细胞群产生和除去的,这组事件可能会为改变细胞活性提供额外的刺激。在本文中,我们集中于对膝关节损伤后事件的生物学建模,并以透明质酸(由软骨和滑膜细胞产生的聚合物)作为愈合过程中信号成分的实例。该模型固有的不确定性是关键特征,它可以对修复反应进行数学描述,还可以进行功能恢复或慢性变性,从而导致关节炎。

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