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发育中鼠视网膜血管的连续数学模型。

A continuum mathematical model of the developing murine retinal vasculature.

机构信息

Division of Mathematics, University of Dundee, Dundee, DD1 4HN, Scotland, UK.

出版信息

Bull Math Biol. 2011 Oct;73(10):2430-51. doi: 10.1007/s11538-011-9631-y. Epub 2011 Feb 1.

Abstract

Angiogenesis, the process of new vessel growth from pre-existing vasculature, is crucial in many biological situations such as wound healing and embryogenesis. Angiogenesis is also a key regulator of pathogenesis in many clinically important disease processes, for instance, solid tumour progression and ocular diseases. Over the past 10-20 years, tumour-induced angiogenesis has received a lot of attention in the mathematical modelling community and there have also been some attempts to model angiogenesis during wound healing. However, there has been little modelling work of vascular growth during normal development. In this paper, we describe an in silico representation of the developing retinal vasculature in the mouse, using continuum mathematical models consisting of systems of partial differential equations. The equations describe the migratory response of cells to growth factor gradients, the evolution of the capillary blood vessel density, and of the growth factor concentration. Our approach is closely coupled to an associated experimental programme to parameterise our model effectively and the simulations provide an excellent correlation with in vivo experimental data. Future work and development of this model will enable us to elucidate the impact of molecular cues upon vasculature development and the implications for eye diseases such as diabetic retinopathy and neonatal retinopathy of prematurity.

摘要

血管生成,即从预先存在的脉管系统中生长出新血管的过程,在许多生物学情况中至关重要,如伤口愈合和胚胎发生。血管生成也是许多临床上重要疾病过程发病机制的关键调节剂,例如实体瘤进展和眼部疾病。在过去的 10-20 年中,肿瘤诱导的血管生成在数学建模界引起了广泛关注,并且也有一些尝试对伤口愈合期间的血管生成进行建模。然而,对于正常发育过程中的血管生长,建模工作很少。在本文中,我们使用由偏微分方程系统组成的连续数学模型,描述了小鼠发育中的视网膜血管系统的计算机表示。这些方程描述了细胞对生长因子梯度的迁移反应、毛细血管密度的演变以及生长因子浓度的演变。我们的方法与相关的实验计划紧密结合,以有效地对我们的模型进行参数化,并且模拟与体内实验数据具有极好的相关性。该模型的未来工作和发展将使我们能够阐明分子线索对血管生成发育的影响,以及对糖尿病性视网膜病变和早产儿视网膜病变等眼部疾病的影响。

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