De Matteis Giovanni, Graudenzi Alex, Antoniotti Marco
Department of Mathematics "F. Enriques", University of Milan, Via Saldini 50, 20133 Milan, Italy.
J Math Biol. 2013 Jun;66(7):1409-62. doi: 10.1007/s00285-012-0539-4. Epub 2012 May 8.
Colon rectal cancers (CRC) are the result of sequences of mutations which lead the intestinal tissue to develop in a carcinoma following a "progression" of observable phenotypes. The actual modeling and simulation of the key biological structures involved in this process is of interest to biologists and physicians and, at the same time, it poses significant challenges from the mathematics and computer science viewpoints. In this report we give an overview of some mathematical models for cell sorting (a basic phenomenon that underlies several dynamical processes in an organism), intestinal crypt dynamics and related problems and open questions. In particular, major attention is devoted to the survey of so-called in-lattice (or grid) models and off-lattice (off-grid) models. The current work is the groundwork for future research on semi-automated hypotheses formation and testing about the behavior of the various actors taking part in the adenoma-carcinoma progression, from regulatory processes to cell-cell signaling pathways.
结肠直肠癌(CRC)是一系列突变的结果,这些突变导致肠道组织在可观察到的表型“进展”后发展为癌。对参与这一过程的关键生物结构进行实际建模和模拟,是生物学家和医生所感兴趣的,同时,从数学和计算机科学的角度来看,这也带来了重大挑战。在本报告中,我们概述了一些关于细胞分选(一种构成生物体中若干动态过程基础的基本现象)、肠隐窝动力学以及相关问题和开放性问题的数学模型。特别地,主要关注对所谓的格点(或网格)模型和非格点(非网格)模型的综述。当前的工作是未来关于腺瘤 - 癌进展中参与的各种因素(从调节过程到细胞间信号通路)行为的半自动假设形成和测试研究的基础。