Mathematical And Computational Models In Cancer
TARGETED THERAPIES: MECHANISMS OF RESISTANCE(2011)
摘要
Cancer is a disease whose complexity is amenable to study by systems biology approaches. A key focus of the development of
systems biology approaches to make a clinical impact is the integration of clinical and molecular data from cancer patients
into computational frameworks. Mathematical models are being developed to address this issue by understanding the complexities
at the gene, pathway, cellular and tissue level. This book chapter reviews the scope of mathematical and computational models
in cancer research. It covers a group of related models addressing topics at different biological scales including DNA mutation,
DNA repair, signal transduction and cell cycle, cell invasion, cell proliferation, cell migration, avascular tumor formation,
vascular tumor growth, and angiogenesis.
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关键词
Mathematical modeling,Cancer cell signaling,Computation,Metastasis,Multiscale modeling
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