Mathematical modeling of cell movement and tumor spheroid growth in vitro | Posted on:2007-01-23 | Degree:Ph.D | Type:Dissertation | University:University of Minnesota | Candidate:Kim, Yangjin | Full Text:PDF | GTID:1444390005476962 | Subject:Mathematics | Abstract/Summary: | | The aim of this study is to address the mechanism underlying cell movement through the extracellular matrix (ECM) and tumor spheroid growth through mathematical modeling.;The mathematical model involves the finite element model for cell migration through the ECM and a hybrid model for tumor spheroid growth. This hybrid model consists of a cell-based model in the proliferating zone outside of spheroids and a continuum mechanics model inside spheroids and in outer gel.;This study provides a way to explore the mechanical interaction between cells and the ECM. We focus on cell migration through the ECM while many existing models investigate the cell movement on a hard substrate.;Tumor growth models heavily rely on computational techniques and multi-scale modeling because of the different time and space scales in each region. Despite the existence of many mathematical models on this subject this hybrid model provides a unique approach to deal with several issues that appear in ordinary differential equation models, single and multi-component models, and cell-based models. This hybrid model provides the solution to the limitation of modeling in other type of models: (a) heavy computational cost and inability to deal with continuum materials of cell-based models (b) non-realistic description of cellular processes such as cell-cell interaction and cell degradation in continuum models (single and multi-component models). Our results highlight the delicate interaction between cells and between cells and the ECM, and furthermore asymmetric growth of spheroids and growth control by stress as experimentally observed. | Keywords/Search Tags: | Cell, ECM, Growth, Model, Mathematical | | Related items |
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