A mathematical model of venous neointimal hyperplasia formation.

Paula Budu-Grajdeanu, Richard C Schugart, Avner Friedman, Christopher Valentine, Anil K Agarwal, Brad H Rovin
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Abstract

Background: In hemodialysis patients, the most common cause of vascular access failure is neointimal hyperplasia of vascular smooth muscle cells at the venous anastomosis of arteriovenous fistulas and grafts. The release of growth factors due to surgical injury, oxidative stress and turbulent flow has been suggested as a possible mechanism for neointimal hyperplasia.

Results: In this work, we construct a mathematical model which analyzes the role that growth factors might play in the stenosis at the venous anastomosis. The model consists of a system of partial differential equations describing the influence of oxidative stress and turbulent flow on growth factors, the interaction among growth factors, smooth muscle cells, and extracellular matrix, and the subsequent effect on the stenosis at the venous anastomosis, which, in turn, affects the level of oxidative stress and degree of turbulent flow. Computer simulations suggest that our model can be used to predict access stenosis as a function of the initial concentration of the growth factors inside the intimal-luminal space.

Conclusion: The proposed model describes the formation of venous neointimal hyperplasia, based on pathogenic mechanisms. The results suggest that interventions aimed at specific growth factors may be successful in prolonging the life of the vascular access, while reducing the costs of vascular access maintenance. The model may also provide indication of when invasive access surveillance to repair stenosis should be undertaken.

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静脉新内膜增生形成的数学模型。
背景:在血液透析患者中,血管通路失败的最常见原因是动静脉瘘和移植物静脉吻合处血管平滑肌细胞的新内膜增生。手术损伤、氧化应激和湍流导致的生长因子释放被认为是新内膜增生的可能机制:在这项工作中,我们构建了一个数学模型,分析了生长因子在静脉吻合处狭窄中可能扮演的角色。该模型由偏微分方程系统组成,描述了氧化应激和湍流对生长因子的影响,生长因子、平滑肌细胞和细胞外基质之间的相互作用,以及随后对静脉吻合处狭窄的影响,而静脉吻合处狭窄又反过来影响氧化应激水平和湍流程度。计算机模拟表明,我们的模型可用于预测内膜-管腔空间内生长因子初始浓度对通道狭窄的影响:结论:所提出的模型根据致病机制描述了静脉新内膜增生的形成过程。结果表明,针对特定生长因子的干预措施可成功延长血管通路的使用寿命,同时降低血管通路的维护成本。该模型还能说明何时应进行有创通路监测以修复狭窄。
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Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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