Guidolin Diego, Rebuffat Piera, Albertin Giovanna
Department of Human Anatomy and Physiology, University of Padova Medical School, via Gabelli 65, 35121 Padova, Italy.
ScientificWorldJournal. 2011;11:1735-48. doi: 10.1100/2011/586475. Epub 2011 Oct 18.
Due to its significant involvement in various physiological and pathological conditions, angiogenesis (the development of new blood vessels from an existing vasculature) represents an important area of the actual biological research and a field in which mathematical modeling proved particularly useful in supporting the experimental work. In this paper, we focus on a specific modeling strategy, known as "cell-centered" approach. This type of mathematical models work at a "mesoscopic scale," assuming the cell as the natural level of abstraction for computational modeling of development. They treat cells phenomenologically, considering their essential behaviors to study how tissue structure and organization emerge from the collective dynamics of multiple cells. The main contributions of the cell-oriented approach to the study of the angiogenic process will be described. From one side, they have generated "basic science understanding" about the process of capillary assembly during development, growth, and pathology. On the other side, models were also developed supporting "applied biomedical research" for the purpose of identifying new therapeutic targets and clinically relevant approaches for either inhibiting or stimulating angiogenesis.
由于血管生成(即从现有脉管系统发育出新血管)在各种生理和病理状况中具有重要作用,它成为当前生物学研究的一个重要领域,并且数学建模在该领域已被证明对支持实验工作特别有用。在本文中,我们聚焦于一种特定的建模策略,即所谓的“以细胞为中心”方法。这类数学模型在“介观尺度”上起作用,将细胞视为发育计算建模的自然抽象层次。它们从现象学角度处理细胞,考虑细胞的基本行为来研究组织结构和组织如何从多个细胞的集体动态中产生。将描述面向细胞的方法对血管生成过程研究的主要贡献。一方面,它们已产生了关于发育、生长和病理过程中毛细血管组装过程的“基础科学理解”。另一方面,还开发了模型以支持“应用生物医学研究”,目的是识别新的治疗靶点以及抑制或刺激血管生成的临床相关方法。