Extension of tumor fingers: A comparison between an individual-cell based model and a measure theoretic approach

M. Scianna, A. Colombi
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Abstract

Abstract The invasive capability is fundamental in determining the malignancy of a solid tumor. In particular, tumor invasion fronts are characterized by different morphologies, which result both from cell-based processes (such as cell elasticity, adhesive properties and motility) and from subcellular molecular dynamics (such as growth factor internalization, ECM protein digestion and MMP secretion). Of particular relevance is the development of tumors with unstable fingered morphologies: they are in fact more aggressive and hard to be treated than smoother ones as, even if their invasive depth is limited, they are difficult to be surgically removed. The phenomenon of malignant fingering has been reproduced with several mathematical approaches. In this respect, we here present a qualitative comparison between the results obtained by an individual cell-based model (an extended version of the cellular Potts model) and by a measure-based theoretic method. In particular, we show that in both cases a fundamental role in finger extension is played by intercellular adhesive forces and taxis-like migration.
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肿瘤指的延伸:基于个体细胞的模型与测量理论方法的比较
摘要侵袭能力是判断实体瘤恶性程度的基础。特别是,肿瘤侵袭前沿具有不同的形态特征,这既源于基于细胞的过程(如细胞弹性、粘附特性和运动性),也源于亚细胞分子动力学(如生长因子内化、ECM蛋白消化和MMP分泌)。特别相关的是手指形态不稳定的肿瘤的发展:事实上,它们比光滑的肿瘤更具侵袭性,更难治疗,因为即使它们的侵袭深度有限,也很难通过手术切除。恶性指法现象已经用几种数学方法重现。在这方面,我们在这里对基于个体细胞的模型(细胞Potts模型的扩展版本)和基于测量的理论方法获得的结果进行了定性比较。特别是,我们发现,在这两种情况下,细胞间粘附力和类滑行迁移在手指伸展中起着基本作用。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
3
审稿时长
16 weeks
期刊介绍: Communications in Applied and Industrial Mathematics (CAIM) is one of the official journals of the Italian Society for Applied and Industrial Mathematics (SIMAI). Providing immediate open access to original, unpublished high quality contributions, CAIM is devoted to timely report on ongoing original research work, new interdisciplinary subjects, and new developments. The journal focuses on the applications of mathematics to the solution of problems in industry, technology, environment, cultural heritage, and natural sciences, with a special emphasis on new and interesting mathematical ideas relevant to these fields of application . Encouraging novel cross-disciplinary approaches to mathematical research, CAIM aims to provide an ideal platform for scientists who cooperate in different fields including pure and applied mathematics, computer science, engineering, physics, chemistry, biology, medicine and to link scientist with professionals active in industry, research centres, academia or in the public sector. Coverage includes research articles describing new analytical or numerical methods, descriptions of modelling approaches, simulations for more accurate predictions or experimental observations of complex phenomena, verification/validation of numerical and experimental methods; invited or submitted reviews and perspectives concerning mathematical techniques in relation to applications, and and fields in which new problems have arisen for which mathematical models and techniques are not yet available.
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