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1 - Introduction

from Part I - Theory

Published online by Cambridge University Press:  05 October 2010

Vittorio Cristini
Affiliation:
University of Texas Health Science Center, Houston
John Lowengrub
Affiliation:
University of California, Irvine
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Summary

In this book we describe recent efforts to model tumor growth and invasion using an interdisciplinary approach that integrates mathematical and computational models of cancer with laboratory experiments and clinical data. The aim of these efforts has been to provide insight into the root causes of solid tumor invasion and metastasis, to aid in the understanding of experimental and clinical observations, and to help design new, targeted, experiments and treatment strategies. The ultimate goal is for modeling and simulation to aid in the development of individualized therapy protocols that minimize patient suffering while maximizing treatment effectiveness. In order to achieve this objective, mathematical and computational models are needed that quantify the links of three dimensional tumor-tissue architecture with the growth, invasion, and underlying microscale cellular and environmental characteristics. This approach requires a multiscale modeling framework that is capable of linking the molecular and cell scales directly to the patient data.

There are many ways to evaluate the progression of these efforts. Here we follow the major stages that progressively incorporate the complexity of the tumor environment: (i) modeling of avascular tumors in vitro and in silico to assess stages of tumor growth; (ii) interactions between a tumor and its in vivo microenvironment; (iii) modeling of vascularized tumors in silico to assess angiogenesis and vascular growth; (iv) modeling of vascularized tumors in vivo and in silico to assess tumor progression in the body.

Type
Chapter
Information
Multiscale Modeling of Cancer
An Integrated Experimental and Mathematical Modeling Approach
, pp. 3 - 7
Publisher: Cambridge University Press
Print publication year: 2010

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  • Introduction
  • Vittorio Cristini, University of Texas Health Science Center, Houston, John Lowengrub, University of California, Irvine
  • Book: Multiscale Modeling of Cancer
  • Online publication: 05 October 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511781452.002
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  • Introduction
  • Vittorio Cristini, University of Texas Health Science Center, Houston, John Lowengrub, University of California, Irvine
  • Book: Multiscale Modeling of Cancer
  • Online publication: 05 October 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511781452.002
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Introduction
  • Vittorio Cristini, University of Texas Health Science Center, Houston, John Lowengrub, University of California, Irvine
  • Book: Multiscale Modeling of Cancer
  • Online publication: 05 October 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511781452.002
Available formats
×