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Computer Model of Cancer development

机译:计算机模型癌症发展

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Cancer development is a very complex process due to the fact that a wide range of factors could contribute to the development of cancer. Factor that can lead to the development of cancer can range from oxygen free radicals to micronutrient deficiencies, mutation of signaling network, increased cell division, overweight and so on. Technical advances have always played a key role in improving our ability to understand disease development and treatment. Computer modeling of cancer development can provide an unprecedented opportunity to study cancer. Simulation and analysis of the model will provide us with understanding of the interaction of factors that are contributing to the development of cancer. However the exponential growth in the volume of experimental information available makes it difficult for researchers to assemble the details. To overcome this problem we propose the use of mathematical applications and modeling tools to model, simulate and analyze the process of cancer development. In this paper as a first step toward integration of factors leading to cancer development, we propose a Colored Petri Net model of the factors leading to cancer development and their effects at molecular, cellular, organ, system and clinical phenotypic levels.
机译:癌症发展是一个非常复杂的过程,因为这一事实是各种因素可能导致癌症的发展有助于。可能导致癌症发育的因素可以从氧自由基到微量营养素缺陷,信号通信网络的突变,增加细胞分裂,超重等。技术进步一直在提高我们理解疾病发展和治疗的能力方面发挥了关键作用。癌症发展的计算机建模可以为学习癌症提供前所未有的机会。模型和分析模型将为我们提供对患有癌症发展的因素的相互作用。然而,实验信息量的指数增长使得研究人员难以组装细节。为了克服这个问题,我们建议使用数学应用和建模工具来模拟,模拟和分析癌症发展过程。本文作为朝着导致癌症发展的因素整合的第一步,我们提出了一种彩色培养净净模型,导致癌症发育的因素及其在分子,细胞,器官,系统和临床表型水平的影响。

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